RNA seq

DEG to Kmeans clustering

Load packages

library(dplyr)
library(ggplot2)
library(DESeq2)
library(edgeR)
library(reshape)

TPM table (downloadable)

This is the example TPM value. (100 genes x 14 sample)

PCA

PCA plot

PCA plot by condition

DEG analysis

DEG CND1 vs CTRL

  1. DEG information table
  2. Volcanoplot
  3. DEG output.

DEG CND2 vs CTRL

  1. DEG information table
  2. Volcanoplot
  3. DEG output.

DEG CND2 vs CND1

  1. DEG information table
  2. Volcanoplot
  3. DEG output.

Select the signicant DEGs

From three comparisons

  • DEG1
  • DEG2
  • DEG3
##    [1] "Lypla1"         "Rgs20"          "Pcmtd1"         "Sgk3"          
##    [5] "Snhg6"          "Ppp1r42"        "Slco5a1"        "Lactb2"        
##    [9] "Eya1"           "Ly96"           "Efhc1"          "Khdc1a"        
##   [13] "Kcnq5"          "Ogfrl1"         "Smap1"          "Lmbrd1"        
##   [17] "Rab23"          "Bag2"           "Zfp451"         "Dst"           
##   [21] "Ccdc115"        "Imp4"           "D1Ertd448e"     "Arhgef4"       
##   [25] "Hs6st1"         "Uggt1"          "Neurl3"         "Lman2l"        
##   [29] "Cnnm4"          "Cnnm3"          "Ankrd23"        "Ankrd39"       
##   [33] "Sema4c"         "Tmem131"        "Vwa3b"          "Inpp4a"        
##   [37] "Unc50"          "Mgat4a"         "Tsga10"         "Lipt1"         
##   [41] "Txndc9"         "Rev1"           "Aff3"           "Chst10"        
##   [45] "Npas2"          "Rpl31"          "Tbc1d8"         "Cnot11"        
##   [49] "Il1r2"          "Il1r1"          "Il1rl2"         "Il1rl1"        
##   [53] "Il18r1"         "Mfsd9"          "Mrps9"          "Tgfbrap1"      
##   [57] "Fhl2"           "Nck2"           "Tex30"          "Poglut2"       
##   [61] "Wdr75"          "Slc40a1"        "Stat4"          "Stat1"         
##   [65] "Nab1"           "Mfsd6"          "1700019D03Rik"  "Osgepl1"       
##   [69] "Asnsd1"         "Stk17b"         "Pgap1"          "Coq10b"        
##   [73] "Hspe1"          "Rftn2"          "Mars2"          "Plcl1"         
##   [77] "Satb2"          "Tyw5"           "Clk1"           "Nif3l1"        
##   [81] "Ndufb3"         "Stradb"         "Tmem237"        "Fzd7"          
##   [85] "Nop58"          "Bmpr2"          "Wdr12"          "Raph1"         
##   [89] "Pard3b"         "Nrp2"           "Eef1b2"         "Snora41"       
##   [93] "Fastkd2"        "Mettl21a"       "Ccnyl1"         "Plekhm3"       
##   [97] "Idh1"           "Pikfyve"        "Acadl"          "Myl1"          
##  [101] "Ikzf2"          "Atic"           "Fn1"            "Pecr"          
##  [105] "Tmem169"        "Xrcc5"          "Smarcal1"       "Rpl37a"        
##  [109] "Tns1"           "Rufy4"          "Cxcr2"          "Pnkd"          
##  [113] "Tmbim1"         "Catip"          "Slc11a1"        "Vil1"          
##  [117] "Ttll4"          "Cyp27a1"        "Nhej1"          "Slc23a3"       
##  [121] "Cnppd1"         "Retreg2"        "Zfand2b"        "Abcb6"         
##  [125] "Atg9a"          "Ankzf1"         "Glb1l"          "Stk16"         
##  [129] "Tuba4a"         "Dnajb2"         "Ptprn"          "Dnpep"         
##  [133] "Gmppa"          "Chpf"           "Stk11ip"        "Epha4"         
##  [137] "Sgpp2"          "Farsb"          "Acsl3"          "Utp14b"        
##  [141] "Ap1s3"          "Wdfy1"          "Mrpl44"         "Mff"           
##  [145] "Agfg1"          "Pid1"           "Trip12"         "Gm15433"       
##  [149] "A530032D15Rik"  "A530040E14Rik"  "C130026I21Rik"  "Gm2666"        
##  [153] "Gm2427"         "Sp110"          "Sp140"          "Gm10552"       
##  [157] "Sp100"          "Cab39"          "Itm2c"          "Gpr55"         
##  [161] "Psmd1"          "Ncl"            "Snora75"        "Dis3l2"        
##  [165] "Eif4e2"         "Gigyf2"         "Ugt1a7c"        "Hjurp"         
##  [169] "Sh3bp4"         "Agap1"          "Ackr3"          "Lrrfip1"       
##  [173] "Rbm44"          "Ramp1"          "Scly"           "Klhl30"        
##  [177] "Erfe"           "Asb1"           "Ndufa10"        "Gpc1"          
##  [181] "Gpr35"          "Sned1"          "Ano7"           "Thap4"         
##  [185] "Dtymk"          "D2hgdh"         "Pdcd1"          "Panct2"        
##  [189] "Pam"            "1810006J02Rik"  "Rnf152"         "Tnfrsf11a"     
##  [193] "Phlpp1"         "Bcl2"           "D630008O14Rik"  "Kdsr"          
##  [197] "Serpinb2"       "Serpinb10"      "Serpinb8"       "Dsel"          
##  [201] "2900060B14Rik"  "Tmem177"        "Steap3"         "Ddx18"         
##  [205] "Slc35f5"        "Mgat5"          "Tmem163"        "Ccnt2"         
##  [209] "Ubxn4"          "Cxcr4"          "Thsd7b"         "Rpl31-ps9"     
##  [213] "Pfkfb2"         "Pigr"           "Il10"           "Dyrk3"         
##  [217] "Ikbke"          "Rab7b"          "Slc45a3"        "Elk4"          
##  [221] "Mfsd4a"         "Cdk18"          "Nuak2"          "Tmcc2"         
##  [225] "Dstyk"          "Pik3c2b"        "Ppp1r15b"       "Plekha6"       
##  [229] "Sox13"          "Atp2b4"         "Btg2"           "Gm8618"        
##  [233] "Chil1"          "Ppfia4"         "Tmem183a"       "Cyb5r1"        
##  [237] "Rabif"          "Kdm5b"          "Ube2t"          "Ptprv"         
##  [241] "Ptpn7"          "Lad1"           "Cacna1s"        "Camsap2"       
##  [245] "Ddx59"          "Nek7"           "2310009B15Rik"  "Cfh"           
##  [249] "Glrx2"          "Rgs2"           "Rgs1"           "Rgs18"         
##  [253] "Pla2g4a"        "Ptgs2"          "Prg4"           "3110040M04Rik" 
##  [257] "Ivns1abp"       "Trmt1l"         "1700025G04Rik"  "Rgl1"          
##  [261] "Apobec4"        "Ncf2"           "Nmnat2"         "E330020D12Rik" 
##  [265] "Rgs16"          "Glul"           "Cacna1e"        "Ier5"          
##  [269] "Mr1"            "Gm5532"         "Tor1aip2"       "Soat1"         
##  [273] "Abl2"           "Tor3a"          "Rasal2"         "2810025M15Rik" 
##  [277] "Cryzl2"         "Sec16b"         "4930523C07Rik"  "Gas5"          
##  [281] "Fasl"           "Suco"           "Dnm3"           "Vamp4"         
##  [285] "Kifap3"         "Sell"           "Selp"           "Gm20743"       
##  [289] "Xcl1"           "Sft2d2"         "Dcaf6"          "Mpc2"          
##  [293] "Mpzl1"          "Creg1"          "Cd247"          "Gm15853"       
##  [297] "Pogk"           "Fam78b"         "Uck2"           "Tmco1"         
##  [301] "Mgst3"          "Pbx1"           "Uhmk1"          "Sh2d1b1"       
##  [305] "Gm7694"         "Nos1ap"         "Olfml2b"        "Atf6"          
##  [309] "Fcgr2b"         "Fcgr4"          "Fcgr3"          "Fcer1g"        
##  [313] "B4galt3"        "Nectin4"        "Arhgap30"       "F11r"          
##  [317] "Ly9"            "Slamf7"         "Slamf6"         "Vangl2"        
##  [321] "Pex19"          "Slamf9"         "Tagln2"         "4933439K11Rik" 
##  [325] "Slamf8"         "Fcrl6"          "Fcer1a"         "Cadm3"         
##  [329] "Ifi213"         "Ifi207"         "Ifi204"         "Ifi203-ps"     
##  [333] "Ifi211"         "Ifi203"         "Ifi205"         "Opn3"          
##  [337] "Hmga2-ps1"      "Zbtb18"         "Hnrnpu"         "Efcab2"        
##  [341] "Tfb2m"          "Sccpdh"         "Coq8a"          "H3f3a"         
##  [345] "Lefty1"         "Cnih4"          "Enah"           "1700047M11Rik" 
##  [349] "Fbxo28"         "Trp53bp2"       "Tlr5"           "1700056E22Rik" 
##  [353] "Dusp10"         "Hlx"            "Lyplal1"        "Tgfb2"         
##  [357] "Kctd3"          "Ptpn14"         "Batf3"          "Garin4"        
##  [361] "Atf3"           "Pacc1"          "Lpgat1"         "Slc30a1"       
##  [365] "Hhat"           "Irf6"           "Camk1g"         "Cd34"          
##  [369] "Cr2"            "Plekhg1"        "Akap12"         "Zbtb2"         
##  [373] "Rmnd1"          "Ipcef1"         "Cnksr3"         "Katna1"        
##  [377] "Ginm1"          "Tab2"           "Ust"            "Sash1"         
##  [381] "Stxbp5"         "Rab32"          "Shprh"          "Utrn"          
##  [385] "Plagl1"         "Phactr2"        "Aig1"           "Hivep2"        
##  [389] "Adgrg6"         "Vta1"           "Heca"           "Abracl"        
##  [393] "Reps1"          "Perp"           "Gm20139"        "Ifngr1"        
##  [397] "Pex7"           "Map7"           "Bclaf1"         "Pde7b"         
##  [401] "Myb"            "Sgk1"           "E030030I06Rik"  "Raet1e"        
##  [405] "C920009B18Rik"  "Rps12"          "Snord100"       "Vnn3"          
##  [409] "Enpp1"          "Akap7"          "Samd3"          "Ptprk"         
##  [413] "Themis"         "Gm20262"        "Ncoa7"          "Rnf217"        
##  [417] "Dse"            "Nt5dc1"         "Amd2"           "Marcks"        
##  [421] "Fam229b"        "Slc16a10"       "Amd1"           "Cdk19"         
##  [425] "Cdc40"          "Smpd2"          "Cd164"          "Sesn1"         
##  [429] "Armc2"          "Ostm1"          "Sec63"          "Scml4"         
##  [433] "Cd24a"          "Prdm1"          "Lilrb4b"        "Dcbld1"        
##  [437] "Gm16998"        "Tbc1d32"        "Msl3l2"         "Gja1"          
##  [441] "Serinc1"        "Pkib"           "Smpdl3a"        "Lims1"         
##  [445] "Sowahc"         "P4ha1"          "Gm19785"        "Ddit4"         
##  [449] "Anapc16"        "Spock2"         "Psap"           "Slc29a3"       
##  [453] "Unc5b"          "Adamts14"       "Prf1"           "Eif4ebp2"      
##  [457] "Gm5424"         "Tspan15"        "Hk1"            "Srgn"          
##  [461] "Ddx50"          "Ccar1"          "Tet1"           "Slc25a16"      
##  [465] "Hnrnph3"        "Gm19337"        "Egr2"           "Ado"           
##  [469] "Zfp365"         "Arid5b"         "Tmem26"         "Rhobtb1"       
##  [473] "Ank3"           "Ccdc6"          "Ube2d1"         "Zwint"         
##  [477] "Rab36"          "Bcr"            "Gucd1"          "Lrrc75b"       
##  [481] "Ggt1"           "Ggt5"           "Gstt3"          "Gstt2"         
##  [485] "Mif"            "Chchd10"        "Gm867"          "Gm5134"        
##  [489] "Prmt2"          "Dip2a"          "Ybey"           "Lss"           
##  [493] "Itgb2"          "Trpm2"          "Pfkl"           "Aire"          
##  [497] "Icosl"          "Pwp2"           "Agpat3"         "Plpp2"         
##  [501] "Gzmm"           "Prss57"         "Palm"           "Prtn3"         
##  [505] "Elane"          "Cfd"            "R3hdm4"         "Cnn2"          
##  [509] "Dazap1"         "Mob3a"          "Gadd45b"        "Slc39a3"       
##  [513] "Zbtb7a"         "Atcay"          "Matk"           "Mfsd12"        
##  [517] "Tektip1"        "Smim24"         "Ncln"           "S1pr4"         
##  [521] "Gna15"          "Tle5"           "Gm10778"        "Gm8290"        
##  [525] "Nfyb"           "Txnrd1"         "Chst11"         "Slc41a2"       
##  [529] "1500009L16Rik"  "Ckap4"          "Tmem263"        "Syn3"          
##  [533] "Gnptab"         "Chpt1"          "Arl1"           "Scyl2"         
##  [537] "Apaf1"          "Ikbip"          "Cdk17"          "Gm17745"       
##  [541] "Usp44"          "Metap2"         "Fgd6"           "Nr2c1"         
##  [545] "Plxnc1"         "Socs2"          "Ube2n"          "Atp2b1"        
##  [549] "Ccdc59"         "Ppfia2"         "Ppp1r12a"       "Pawr"          
##  [553] "Csrp2"          "Phlda1"         "Caps2"          "Rab21"         
##  [557] "Tmem19"         "Rab3ip"         "Cct2"           "Lyz2"          
##  [561] "Lyz1"           "Cpsf6"          "Slc35e3"        "Ifng"          
##  [565] "Irak3"          "1700006J14Rik"  "Tbc1d30"        "Gns"           
##  [569] "Rassf3"         "Tbk1"           "Sros1"          "Ppm1h"         
##  [573] "Slc16a7"        "Lrig3"          "Marchf9"        "Tspan31"       
##  [577] "Agap2"          "Os9"            "Dtx3"           "Pip4k2c"       
##  [581] "Arhgap9"        "R3hdm2"         "Shmt2"          "Lrp1"          
##  [585] "Nab2"           "Myo1a"          "Zbtb39"         "Baz2a"         
##  [589] "Rbms2"          "Ankrd52"        "Nabp2"          "Smarcc2"       
##  [593] "Myl6"           "Esyt1"          "Rps26"          "Rab5b"         
##  [597] "Pmel"           "Dgka"           "Mmp19"          "Gdf11"         
##  [601] "Cd63"           "Rdh5"           "Itga7"          "Tespa1"        
##  [605] "Vmn2r84"        "Pisd-ps1"       "Eif4enif1"      "Pik3ip1"       
##  [609] "Inpp5j"         "Selenom"        "Smtn"           "Dusp18"        
##  [613] "Tcn2"           "Mtfp1"          "Ccdc157"        "Tbc1d10a"      
##  [617] "Castor1"        "Osm"            "Lif"            "Nf2"           
##  [621] "Emid1"          "Znrf3"          "Xbp1"           "Ccdc117"       
##  [625] "Ube2d-ps"       "Dbnl"           "Pgam2"          "Polm"          
##  [629] "Camk2b"         "Nudcd3"         "Purb"           "Snhg15"        
##  [633] "Tns3"           "Upp1"           "Abca13"         "Ikzf1"         
##  [637] "Cnrip1"         "Ppp3r1"         "C1d"            "Meis1"         
##  [641] "Actr2"          "Rab1a"          "Lgalsl"         "Ugp2"          
##  [645] "B3gnt2"         "Fam161a"        "Usp34"          "Rel"           
##  [649] "Papolg"         "Gm12070"        "Cfap36"         "Ccdc88a"       
##  [653] "Rps27a"         "Clhc1"          "Eml6"           "Psme4"         
##  [657] "Erlec1"         "Cpeb4"          "Nsg2"           "Il9r"          
##  [661] "Snrnp25"        "Rhbdf1"         "Sh3pxd2b"       "Fbxw11"        
##  [665] "Lcp2"           "Slit3"          "Rars"           "Wwc1"          
##  [669] "Nudcd2"         "Ccng1"          "Ebf1"           "Gm12159"       
##  [673] "Clint1"         "Adam19"         "Cyfip2"         "Fndc9"         
##  [677] "Itk"            "Gm12167"        "Med7"           "Havcr2"        
##  [681] "Timd2"          "Timd4"          "Gm16170"        "Gm5431"        
##  [685] "Or2v1"          "Ifi47"          "Zfp62"          "Cnot6"         
##  [689] "Rnf130"         "Zfp2"           "Col23a1"        "Hnrnpab"       
##  [693] "N4bp3"          "D930048N14Rik"  "Sec24a"         "Sar1b"         
##  [697] "Ppp2ca"         "Tcf7"           "A630014C17Rik"  "Vdac1"         
##  [701] "Septin8"        "Rad50"          "Irf1"           "Gm12216"       
##  [705] "Slc22a4"        "Pdlim4"         "Gpx3"           "Anxa6"         
##  [709] "Gm2a"           "Slc36a1"        "Galnt10"        "Larp1"         
##  [713] "4930438A08Rik"  "H2ac25"         "Obscn"          "2610507I01Rik" 
##  [717] "Arf1"           "Nlrp3"          "Rasd1"          "Pemt"          
##  [721] "Drc3"           "Natd1"          "Map2k3"         "Tnfrsf13b"     
##  [725] "Specc1"         "Adora2b"        "Zswim7"         "Ttc19"         
##  [729] "Ncor1"          "Trpv2"          "Mmgt2"          "Trim16"        
##  [733] "Fbxw10"         "Tvp23b"         "2810001G20Rik"  "Arhgap44"      
##  [737] "Adprm"          "Ntn1"           "Pik3r6"         "Mfsd6l"        
##  [741] "Pfas"           "Tmem107"        "Vamp2"          "Kdm6b"         
##  [745] "Efnb3"          "Mir467f"        "Zbtb4"          "Chrnb1"        
##  [749] "Nlgn2"          "Plscr3"         "Ctdnep1"        "Gabarap"       
##  [753] "Dlg4"           "Mgl2"           "Clec10a"        "Slc16a11"      
##  [757] "Slc16a13"       "Rnasek"         "Alox15"         "Pelp1"         
##  [761] "Cxcl16"         "Zmynd15"        "Pld2"           "Mink1"         
##  [765] "Chrne"          "4930544D05Rik"  "Slc25a11"       "Pfn1"          
##  [769] "Kif1c"          "Zfp3"           "Scimp"          "Dhx33"         
##  [773] "6330403K07Rik"  "Nlrp1a"         "Nlrp1c-ps"      "9230020A06Rik" 
##  [777] "Xaf1"           "Spns2"          "Spns3"          "Ube2g1"        
##  [781] "P2rx1"          "Ncbp3"          "Itgae"          "Aspa"          
##  [785] "Rap1gap2"       "Pafah1b1"       "Sgsm2"          "Smg6"          
##  [789] "Rpa1"           "Serpinf1"       "Scarf1"         "Myo1c"         
##  [793] "Crk"            "Ywhae"          "Rflnb"          "Tlcd3a"        
##  [797] "Glod4"          "Abr"            "Cpd"            "Blmh"          
##  [801] "Nsrp1"          "Ssh2"           "Ankrd13b"       "Abhd15"        
##  [805] "Taok1"          "Nufip2"         "Gm10277"        "Flot2"         
##  [809] "Pigs"           "Unc119"         "Slc46a1"        "Tnfaip1"       
##  [813] "Lgals9"         "Gm11201"        "Wsb1"           "Nf1"           
##  [817] "Evi2a"          "Rab11fip4"      "Suz12"          "Atad5"         
##  [821] "Adap2"          "Rhbdl3"         "5730455P16Rik"  "Zfp207"        
##  [825] "Myo1d"          "Tmem98"         "Ccl2"           "Nle1"          
##  [829] "Slfn5"          "Slfn10-ps"      "Slfn2"          "Slfn4"         
##  [833] "1700020L24Rik"  "Heatr9"         "Ccl5"           "E230016K23Rik" 
##  [837] "Ccl6"           "Ccl3"           "Ccl4"           "Wfdc17"        
##  [841] "Wfdc21"         "Synrg"          "Mrm1"           "Gm10374"       
##  [845] "Pigw"           "Med13"          "Tubd1"          "Cltc"          
##  [849] "Ska2"           "Rnu1a1"         "Snord3b1"       "Snord3b3"      
##  [853] "Snord3b4"       "Snord3b2"       "Septin4"        "Mtmr4"         
##  [857] "Tspoap1"        "Mpo"            "Mks1"           "Msi2"          
##  [861] "C030037D09Rik"  "Scpep1os"       "Scpep1"         "Trim25"        
##  [865] "Pctp"           "Stxbp4"         "Tob1"           "Ankrd40"       
##  [869] "Abcc3"          "Rsad1"          "Ppp1r9b"        "Pdk2"          
##  [873] "B130006D01Rik"  "Zfp652"         "Phospho1"       "Abi3"          
##  [877] "Gngt2"          "Ube2z"          "Skap1"          "Cbx1"          
##  [881] "Kpnb1"          "Gpr179"         "Socs7"          "Arhgap23"      
##  [885] "Mllt6"          "Pcgf2"          "Pip4k2b"        "Lasp1"         
##  [889] "Plxdc1"         "Arl5c"          "Stac2"          "Cdk12"         
##  [893] "Pgap3"          "Erbb2"          "Ikzf3"          "Ormdl3"        
##  [897] "Thra"           "Msl1"           "Wipf2"          "Rara"          
##  [901] "Tns4"           "Ccr7"           "Krt10"          "Krt23"         
##  [905] "Krtap9-3"       "Gm11595"        "Krt17"          "Fkbp10"        
##  [909] "Nt5c3b"         "Rab5c"          "Ghdc"           "Stat5a"        
##  [913] "Stat3"          "Atp6v0a1"       "Mlx"            "Vps25"         
##  [917] "Becn1"          "Ptges3l"        "Rdm1"           "Arl4d"         
##  [921] "Dusp3"          "Cd300lg"        "Mpp2"           "Lsm12"         
##  [925] "Grn"            "Itga2b"         "Ccdc43"         "Plcd3"         
##  [929] "Hexim1"         "Arhgap27os3"    "Kansl1"         "Mettl2"        
##  [933] "1700052K11Rik"  "Tanc2"          "Cyb561"         "Dcaf7"         
##  [937] "Limd2"          "Strada"         "Tcam1"          "Scn4a"         
##  [941] "Icam2"          "Tex2"           "Pecam1"         "Milr1"         
##  [945] "Polg2"          "Pitpnc1"        "Helz"           "Axin2"         
##  [949] "Rgs9"           "Gm11696"        "Amz2"           "Slc16a6"       
##  [953] "Wipi1"          "Prkar1a"        "Abca9"          "Abca6"         
##  [957] "Abca5"          "Map2k6"         "Kcnj16"         "Kcnj2"         
##  [961] "2610035D17Rik"  "Cdc42ep4"       "Kif19a"         "Gprc5c"        
##  [965] "Cd300a"         "Cd300lb"        "Cd300c"         "Cd300ld"       
##  [969] "Cd300c2"        "Cd300ld2"       "Cd300ld4"       "Cd300ld5"      
##  [973] "Cd300ld3"       "Cd300e"         "Rab37"          "Cd300lf"       
##  [977] "Slc9a3r1"       "Nat9"           "Slc16a5"        "Sumo2"         
##  [981] "Gga3"           "Mrps7"          "Slc25a19"       "Grb2"          
##  [985] "Caskin2"        "Smim5"          "H3f3b"          "Unc13d"        
##  [989] "Foxj1"          "Rnf157"         "Qrich2"         "Mxra7"         
##  [993] "Septin9"        "Pgs1"           "Dnah17"         "Timp2"         
##  [997] "Lgals3bp"       "Cbx4"           "Slc26a11"       "Rnf213"        
## [1001] "Baiap2"         "Aatk"           "Bahcc1"         "Actg1"         
## [1005] "Ccdc137"        "Slc25a10"       "Arhgdia"        "Alyref"        
## [1009] "Anapc11"        "Lrrc45"         "Rac3"           "Hmga1b"        
## [1013] "Cd7"            "Sectm1a"        "Ogfod3"         "Hexdc"         
## [1017] "Rab10"          "Asxl2"          "Dnmt3a"         "Efr3b"         
## [1021] "Dnajc27"        "Gm6682"         "Fkbp1b"         "Ubxn2a"        
## [1025] "Rhob"           "Pum2"           "Sdc1"           "Smc6"          
## [1029] "Lratd1"         "Pqlc3"          "Nol10"          "Asap2"         
## [1033] "2410018L13Rik"  "Gm9292"         "Id2"            "Rnf144a"       
## [1037] "Rsad2"          "Cmpk2"          "Rps7"           "Pxdn"          
## [1041] "Acp1"           "Sh3yl1"         "Fam110c"        "Dus4l"         
## [1045] "Prkar2b"        "Pik3cg"         "Nampt"          "Hdac9"         
## [1049] "Ahr"            "Bzw2"           "Sostdc1"        "Crppa"         
## [1053] "Agmo"           "Arl4a"          "Scin"           "Ifrd1"         
## [1057] "Dock4"          "Immp2l"         "Stxbp6"         "Gm1818"        
## [1061] "Coch"           "Heatr5a"        "Gpr33"          "Arhgap5"       
## [1065] "Egln3"          "Sptssa"         "Snx6"           "Baz1a"         
## [1069] "Srp54a"         "Fam177a"        "Srp54b"         "Fam177a2"      
## [1073] "Srp54c"         "Nfkbia"         "Pax9"           "Trappc6b"      
## [1077] "Gm527"          "Fkbp3"          "Fancm"          "Rps29"         
## [1081] "Mgat2"          "Klhdc2"         "5830428M24Rik"  "Sos2"          
## [1085] "Nin"            "Pygl"           "Tmx1"           "Actr10"        
## [1089] "Timm9"          "Daam1"          "Jkamp"          "Pcnx4"         
## [1093] "Prkch"          "Gm20235"        "Ppp2r5e"        "Sgpp1"         
## [1097] "Hspa2"          "Gm10451"        "Plekhg3"        "Sptb"          
## [1101] "Atp6v1d"        "Tmem229b"       "Arg2"           "Rad51b"        
## [1105] "Zfp36l1"        "2310015A10Rik"  "Actn1"          "Dcaf5"         
## [1109] "Synj2bp"        "Map3k9"         "Sipa1l1"        "Rbm25"         
## [1113] "Psen1"          "Acot2"          "Fam161b"        "Aldh6a1"       
## [1117] "Npc2"           "Arel1"          "Ylpm1"          "Acyp1"         
## [1121] "Tmed10"         "Jdp2"           "Batf"           "Erg28"         
## [1125] "Tgfb3"          "Vash1"          "Cipc"           "Pomt2"         
## [1129] "Gstz1"          "Tmed8"          "Sptlc2"         "Nrp"           
## [1133] "Nrxn3"          "Tshr"           "Ston2"          "Gpr65"         
## [1137] "Kcnk10"         "Zc3h14"         "Eml5"           "Ttc8"          
## [1141] "Foxn3"          "Tdp1"           "Rps6ka5"        "Dglucy"        
## [1145] "Trip11"         "Cpsf2"          "Lgmn"           "Itpk1"         
## [1149] "Gm20069"        "Tmem251"        "Asb2"           "Otub2"         
## [1153] "Ifi27l2a"       "Ppp4r4"         "Serpina9"       "Serpina12"     
## [1157] "Serpina3g"      "Clmn"           "D430019H16Rik"  "Gskip"         
## [1161] "Vrk1"           "Bcl11b"         "Setd3"          "Evl"           
## [1165] "Degs2"          "Yy1"            "Ppp2r5c"        "Dync1h1"       
## [1169] "Tecpr2"         "Rcor1"          "Cdc42bpb"       "Exoc3l4"       
## [1173] "Tnfaip2"        "Snora28"        "Ckb"            "Xrcc3"         
## [1177] "Ppp1r13b"       "Inf2"           "Cep170b"        "Pld4"          
## [1181] "Ahnak2"         "Cdca4"          "Jag2"           "Nudt14"        
## [1185] "Btbd6"          "Mta1"           "Crip2"          "Crip1"         
## [1189] "Tmem121"        "Zfp386"         "Ptprn2"         "Gm6750"        
## [1193] "Cdca7l"         "Dnah11"         "Sp4"            "2810429I04Rik" 
## [1197] "Akr1c13"        "Akr1c12"        "Akr1e1"         "1700016G22Rik" 
## [1201] "Gm10029"        "Wdr37"          "Larp4b"         "Dip2c"         
## [1205] "Chrm3"          "Actn2"          "Edaradd"        "Lyst"          
## [1209] "Arid4b"         "Psma2"          "Inhba"          "Cdk13"         
## [1213] "Vps41"          "Trgc1"          "Trgv1"          "Trgj4"         
## [1217] "Trgc4"          "Stard3nl"       "Gpr141b"        "Gpr141"        
## [1221] "Gm5446"         "Elmo1"          "Aoah"           "Zscan12"       
## [1225] "Pgbd1"          "H2ac13"         "H2ac15"         "H1f5"          
## [1229] "H3c11"          "H2bc22"         "H2bc23"         "H2ac23"        
## [1233] "H4c17"          "H4c18"          "H2ac24"         "Zfp184"        
## [1237] "Prss16"         "H4c9"           "H2ac11"         "H2bc11"        
## [1241] "H1f3"           "H2ac8"          "H2bc8"          "H4c4"          
## [1245] "H1f4"           "H4c3"           "Hfe"            "H1f2"          
## [1249] "H4c2"           "H3c1"           "Carmil1"        "Cmah"          
## [1253] "Ripor2"         "Mrs2"           "Sox4"           "E2f3"          
## [1257] "Mboat1"         "Uqcrfs1"        "Exoc2"          "Wrnip1"        
## [1261] "Serpinb1a"      "Serpinb6b"      "Serpinb9"       "Serpinb6a"     
## [1265] "Ripk1"          "Bphl"           "Tubb2a"         "Tubb2b"        
## [1269] "Eci2"           "Cdyl"           "Fars2"          "Nrn1"          
## [1273] "F13a1"          "Ly86"           "Rreb1"          "Riok1"         
## [1277] "Txndc5"         "Gcnt2"          "Nedd9"          "Gfod1"         
## [1281] "Nol7"           "Ranbp9"         "Cd83"           "Atxn1"         
## [1285] "5033430I15Rik"  "Kif13a"         "Dek"            "Rnf144b"       
## [1289] "Zfp169"         "A830005F24Rik"  "Mirlet7d"       "Mirlet7f-1"    
## [1293] "Ptpdc1"         "Phf2"           "Fam120a"        "Fam120aos"     
## [1297] "Ninj1"          "Card19"         "Susd3"          "Spin1"         
## [1301] "Nxnl2"          "S1pr3"          "Sema4d"         "Gadd45g"       
## [1305] "Gm2848"         "Auh"            "Nfil3"          "Sptlc1"        
## [1309] "Hrh2"           "Thoc3"          "Gm2830"         "Simc1"         
## [1313] "4833439L19Rik"  "Rnf44"          "Tspan17"        "Unc5a"         
## [1317] "Hk3"            "Uimc1"          "Nsd1"           "Prelid1"       
## [1321] "Grk6"           "Prr7"           "Pdlim7"         "Dok3"          
## [1325] "Tmed9"          "Ddx46"          "Txndc15"        "Tifab"         
## [1329] "Tgfbi"          "Smad5"          "Hnrnpa0"        "Gkap1"         
## [1333] "2210016F16Rik"  "Tut7"           "Dapk1"          "4930486L24Rik" 
## [1337] "Zfp935"         "Aopep"          "Gm16907"        "Ptch1"         
## [1341] "Habp4"          "Cdc14b"         "1810034E14Rik"  "Prxl2c"        
## [1345] "Ctsl"           "Cdk20"          "Rybp-ps"        "Ptdss1"        
## [1349] "Zfp708"         "Zfp458"         "Zfp874b"        "Zfp85os"       
## [1353] "Fastkd3"        "Clptm1l"        "Slc6a19"        "Exoc3"         
## [1357] "Ahrr"           "Erap1"          "Cast"           "Pcsk1"         
## [1361] "Mir682"         "Ell2"           "Glrx"           "Arsk"          
## [1365] "Mctp1"          "Slf1"           "2210408I21Rik"  "Fam172a"       
## [1369] "Arrdc3"         "Adgrv1"         "Mef2c"          "Tmem161b"      
## [1373] "Ccnh"           "Vcan"           "Xrcc4"          "Zcchc9"        
## [1377] "Rasgrf2"        "Serinc5"        "Gm4814"         "Tent2"         
## [1381] "Arsb"           "Scamp1"         "Ap3b1"          "Zbed3"         
## [1385] "F2r"            "F2rl2"          "Sv2c"           "Polk"          
## [1389] "Cert1"          "Hexb"           "Enc1"           "Gm5086"        
## [1393] "Ankra2"         "Zfp366"         "Bdp1"           "Serf1"         
## [1397] "Smn1"           "Naip1"          "Ccdc125"        "Cd180"         
## [1401] "Erbin"          "Cenpk"          "Gm8680"         "Cwc27"         
## [1405] "Srek1ip1"       "Zswim6"         "Ndufaf2"        "Elovl7"        
## [1409] "Pde4d"          "Mir1904"        "Gapt"           "Plk2"          
## [1413] "Gpbp1"          "Gm15327"        "Il6st"          "Il31ra"        
## [1417] "Dhx29"          "Ccno"           "Gzmk"           "Esm1"          
## [1421] "Snx18"          "Arl15"          "Mocs2"          "Itga1"         
## [1425] "Parp8"          "Emb"            "Hmgcs1"         "Zfp131"        
## [1429] "Gm21370"        "Gm21188"        "Gm10340"        "Gm3002"        
## [1433] "Gm8281"         "Gm3500"         "Gm3373"         "Gm3696"        
## [1437] "Kctd6"          "Ptprg"          "Cadps"          "Top2b"         
## [1441] "Ube2e2"         "Nid2"           "Gng2"           "Gm20140"       
## [1445] "Dnajc9"         "Ppp3cb"         "Synpo2l"        "Sec24c"        
## [1449] "Camk2g"         "Plau"           "Vcl"            "Adk"           
## [1453] "Lrmda"          "Dlg5"           "Rps24"          "Gm17747"       
## [1457] "Zcchc24"        "Anxa11"         "Pde12"          "Appl1"         
## [1461] "Ccdc66"         "Erc2"           "Il17rb"         "Chdh"          
## [1465] "Cacna1d"        "Prkcd"          "Sfmbt1"         "Gnl3"          
## [1469] "Snord69"        "Pbrm1"          "Nt5dc2"         "Stab1"         
## [1473] "Sh3bp5"         "Eaf1"           "Colq"           "Parg"          
## [1477] "Ogdhl"          "Tmem273"        "Arhgap22"       "Mapk8"         
## [1481] "Anxa8"          "Wapl"           "Ccser2"         "Ghitm"         
## [1485] "Ear2"           "4930431P03Rik"  "Ptger2"         "Txndc16"       
## [1489] "Gpr137c"        "Ero1a"          "Styx"           "Gnpnat1"       
## [1493] "Gm8317"         "Mapk1ip1l"      "Lgals3"         "Peli2"         
## [1497] "Exoc5"          "Ap5m1"          "Tlr11"          "Rpph1"         
## [1501] "Klhl33"         "Pip4p1"         "Pnp2"           "Rnase4"        
## [1505] "Rnase6"         "Ndrg2"          "Arhgef40"       "Rpgrip1"       
## [1509] "Chd8"           "Sall2"          "Trav7d-2"       "Trav4n-4"      
## [1513] "Trav7-5"        "Trav12-1"       "Trav14-1"       "Trav4-4-dv10"  
## [1517] "Trav8-2"        "Trav16"         "Trdv2-1"        "Trdv2-2"       
## [1521] "Trdc"           "Traj57"         "Traj53"         "Traj52"        
## [1525] "Traj50"         "Traj49"         "Traj47"         "Traj45"        
## [1529] "Traj43"         "Traj42"         "Traj41"         "Traj38"        
## [1533] "Traj37"         "Traj35"         "Traj34"         "Traj33"        
## [1537] "Traj32"         "Traj31"         "Traj30"         "Traj29"        
## [1541] "Traj28"         "Traj27"         "Traj26"         "Traj25"        
## [1545] "Traj24"         "Traj23"         "Traj22"         "Traj21"        
## [1549] "Traj20"         "Traj19"         "Traj18"         "Traj17"        
## [1553] "Traj16"         "Traj15"         "Traj13"         "Traj12"        
## [1557] "Traj11"         "Traj9"          "Traj7"          "Traj6"         
## [1561] "Traj5"          "Traj4"          "Traj3"          "Traj2"         
## [1565] "Trac"           "Slc7a7"         "Mmp14"          "Cebpe"         
## [1569] "Slc7a8"         "Bcl2l2"         "Pabpn1"         "Carmil3"       
## [1573] "Pck2"           "Psme1"          "Emc9"           "Rec8"          
## [1577] "Ipo4"           "Tgm1"           "Rabggta"        "Ltb4r1"        
## [1581] "Adcy4"          "Ripk3"          "Nynrin"         "Cbln3"         
## [1585] "Khnyn"          "Mcpt8"          "Ctsg"           "Gzmc"          
## [1589] "Gzmb"           "Cenpj"          "Parp4"          "Pspc1"         
## [1593] "Cryl1"          "Ift88"          "Zdhhc20"        "Micu2"         
## [1597] "Rcbtb1"         "Phf11b"         "Phf11d"         "Phf11c"        
## [1601] "Nupl1"          "Mtmr6"          "Amer2"          "Spata13"       
## [1605] "Arl11"          "Mir16-1"        "Ctsb"           "Fdft1"         
## [1609] "Blk"            "Fam167a"        "Msra"           "Hmbox1"        
## [1613] "Extl3"          "Zfp395"         "Ccdc25"         "Ephx2"         
## [1617] "Ptk2b"          "Gm4583"         "Kctd9"          "Dock5"         
## [1621] "Entpd4"         "Gm21451"        "Gm16867"        "Loxl2"         
## [1625] "Egr3"           "Pdlim2"         "Ppp3cc"         "Bmp1"          
## [1629] "Fhip2b"         "Gm9199"         "Cysltr2"        "Itm2b"         
## [1633] "Rubcnl"         "Lcp1"           "Zc3h13"         "Cog3"          
## [1637] "Slc25a30"       "Snora31"        "Tsc22d1"        "Serp2"         
## [1641] "Lacc1"          "Dnajc15"        "Epsti1"         "Dgkh"          
## [1645] "Vwa8"           "Rgcc"           "Wbp4"           "Elf1"          
## [1649] "Olfm4"          "Dach1"          "Mzt1"           "Klf5"          
## [1653] "Tbc1d4"         "Gm19422"        "Lmo7"           "Kctd12"        
## [1657] "Acod1"          "Slain1"         "Slain1os"       "Ednrb"         
## [1661] "Pou4f1"         "Obi1"           "Rbm26"          "Ndfip2"        
## [1665] "Mir17hg"        "Cldn10"         "Rap2a"          "Farp1"         
## [1669] "B930095G15Rik"  "Stk24"          "Dock9"          "Ubac2"         
## [1673] "Gpr183"         "Clybl"          "Zic5"           "Tmtc4"         
## [1677] "Selenop"        "Fbxo4"          "Card6"          "Ttc33"         
## [1681] "Ptger4"         "Dab2"           "Fyb"            "Lifr"          
## [1685] "Lmbrd2"         "Il7r"           "Dnajc21"        "1700047G03Rik" 
## [1689] "Sub1"           "Mir1898"        "Mtmr12"         "Golph3"        
## [1693] "Basp1"          "Retreg1"        "Ank"            "Otulin"        
## [1697] "Trio"           "Dnah5"          "Ctnnd2"         "Dap"           
## [1701] "Ankrd33b"       "Ropn1l"         "Marchf6"        "Cpq"           
## [1705] "Mtdh"           "Laptm4b"        "Rpl30"          "Rida"          
## [1709] "Pop1"           "Stk3"           "Vps13b"         "Pabpc1"        
## [1713] "Ywhaz"          "Ncald"          "Rrm2b"          "Ubr5"          
## [1717] "Azin1"          "Lrp12"          "Oxr1"           "Angpt1"        
## [1721] "Nudcd1"         "Trps1"          "Rad21"          "Med30"         
## [1725] "Ext1"           "Enpp2"          "Deptor"         "Zhx2"          
## [1729] "Derl1"          "Fam83a"         "Mtss1"          "Nsmce2"        
## [1733] "Gm19510"        "Myc"            "Cyrib"          "Asap1"         
## [1737] "Efr3a"          "Ndrg1"          "Ago2"           "Ptk2"          
## [1741] "Dennd3"         "Slc45a4"        "Ptp4a3"         "Adgrb1"        
## [1745] "Arc"            "Ly6k"           "Ly6m"           "Ly6i"          
## [1749] "Ly6a"           "Ly6c1"          "Ly6c2"          "Ly6a2"         
## [1753] "Ly6g"           "2810039B14Rik"  "Top1mt"         "Rhpn1"         
## [1757] "Naprt"          "Pycrl"          "Zfp623"         "Eppk1"         
## [1761] "Parp10"         "Grina"          "Mirt2"          "Dgat1"         
## [1765] "Tonsl"          "Kifc2"          "1110038F14Rik"  "Apol7b"        
## [1769] "Apol7c"         "Apol7e"         "Apol8"          "Myh9"          
## [1773] "Foxred2"        "Csf2rb2"        "Csf2rb"         "Tst"           
## [1777] "Tmprss6"        "Il2rb"          "Rac2"           "Card10"        
## [1781] "Gga1"           "Gm10866"        "Sh3bp1"         "Lgals1"        
## [1785] "Triobp"         "H1f0"           "Slc16a8"        "Maff"          
## [1789] "Csnk1e"         "Kdelr3"         "Fam227a"        "Gm16576"       
## [1793] "Apobec3"        "Cbx7"           "Snord83b"       "Grap2"         
## [1797] "A430088P11Rik"  "Tnrc6b"         "Sgsm3"          "Ep300"         
## [1801] "Zc3h7b"         "Desi1"          "Tnfrsf13c"      "Septin3"       
## [1805] "Cyp2d22"        "Tcf20"          "Tbrg3"          "Nfam1"         
## [1809] "Serhl"          "Cyb5r3"         "1700001L05Rik"  "Ttll12"        
## [1813] "Efcab6"         "Parvb"          "Parvg"          "5031439G07Rik" 
## [1817] "Atxn10"         "Gramd4"         "Cerk"           "Pim3"          
## [1821] "Gm20621"        "Hdac10"         "Mapk12"         "Mapk11"        
## [1825] "Plxnb2"         "Dennd6b"        "Alg10b"         "Abcd2"         
## [1829] "Lrrk2"          "Yaf2"           "Zcrb1"          "Pus7l"         
## [1833] "2610037D02Rik"  "Scaf11"         "Slc38a2"        "Amigo2"        
## [1837] "Slc48a1"        "Hdac7"          "Vdr"            "Senp1"         
## [1841] "Pfkm"           "Asb8"           "Adcy6"          "Cacnb3"        
## [1845] "Rnd1"           "Arf3"           "Kmt2d"          "Rhebl1"        
## [1849] "Tuba1a"         "Fam186b"        "Prpf40b"        "Fmnl3"         
## [1853] "Tmbim6"         "Racgap1"        "Asic1"          "Lima1"         
## [1857] "Atf1"           "Mettl7a1"       "Letmd1"         "Csrnp2"        
## [1861] "Tfcp2"          "Dazap2"         "Smagp"          "Cela1"         
## [1865] "Galnt6"         "Acvrl1"         "Acvr1b"         "A330009N23Rik" 
## [1869] "Tamalin"        "Nr4a1"          "Krt80"          "Krt86"         
## [1873] "Zfp740"         "Itgb7"          "Rarg"           "Pcbp2"         
## [1877] "Hoxc4"          "Nfe2"           "Gpr84"          "Zfp385a"       
## [1881] "Itga5"          "Mefv"           "Naa60"          "Trap1"         
## [1885] "Adcy9"          "Tfap4"          "Mgrn1"          "Anks3"         
## [1889] "Rogdi"          "Ubn1"           "Ppl"            "Tekt5"         
## [1893] "Ciita"          "Clec16a"        "Litaf"          "Gm19955"       
## [1897] "Snn"            "2610020C07Rik"  "Gspt1"          "Snx29"         
## [1901] "Cpped1"         "Gm9961"         "Bfar"           "Ntan1"         
## [1905] "Pdxdc1"         "Mpv17l"         "Bmerb1"         "Mcm4"          
## [1909] "Cebpd"          "Gm5481"         "Fgd4"           "Rpl31-ps12"    
## [1913] "Vpreb1"         "Ypel1"          "Tmem191"        "Klhl22"        
## [1917] "Car15"          "Prodh"          "Ranbp1"         "Septin5"       
## [1921] "Ufd1"           "2510002D24Rik"  "Hira"           "B3gnt5"        
## [1925] "Klhl6"          "Cyp2ab1"        "Abcc5"          "Ece2"          
## [1929] "2510009E07Rik"  "Etv5"           "Dnajb11"        "B630019A10Rik" 
## [1933] "St6gal1"        "Rtp4"           "Bcl6"           "Lppos"         
## [1937] "Lpp"            "Tprg"           "Trp63"          "Gm4524"        
## [1941] "P3h2"           "Cldn1"          "Mb21d2"         "Hes1"          
## [1945] "Atp13a3"        "Ppp1r2"         "Bdh1"           "Pak2"          
## [1949] "Cep19"          "Nrros"          "Bex6"           "Dynlt2b"       
## [1953] "Pcyt1a"         "Tnk2"           "Fyttd1"         "Rpl35a"        
## [1957] "Snx4"           "Heg1"           "Muc13"          "Itgb5"         
## [1961] "Kalrn"          "Hacd2"          "Pdia5"          "Slc49a4"       
## [1965] "Hspbap1"        "Parp14"         "Dtx3l"          "Parp9"         
## [1969] "Fam162a"        "Stfa2l1"        "Cstdc4"         "Csta2"         
## [1973] "Cstdc5"         "Stfa3"          "Cd86"           "Slc15a2"       
## [1977] "4930565N06Rik"  "Hcls1"          "Rabl3"          "Gsk3b"         
## [1981] "Cox17"          "Adprh"          "Cd80"           "Poglut1"       
## [1985] "Gm19522"        "Zbtb20"         "Tigit"          "Qtrt2"         
## [1989] "Ccdc191"        "Atp6v1a"        "Usf3"           "Sidt1"         
## [1993] "Spice1"         "Cd200r4"        "Cd200r3"        "Ccdc80"        
## [1997] "Gm6030"         "Btla"           "Gcsam"          "Cd96"          
## [2001] "Retnlg"         "Cd47"           "Cblb"           "Alcam"         
## [2005] "Nfkbiz"         "Cep97"          "Senp7"          "Adgrg7"        
## [2009] "Tmem45a2"       "Nit2"           "Filip1l"        "Dcbld2"        
## [2013] "St3gal6"        "Cpox"           "Gpr15"          "Riox2"         
## [2017] "Arl13b"         "Pros1"          "4930453N24Rik"  "Chmp2b"        
## [2021] "Hspa13"         "Samsn1"         "Usp25"          "Btg3"          
## [2025] "D16Ertd472e"    "4930553E22Rik"  "B130034C11Rik"  "Bach1"         
## [2029] "Tiam1"          "Hunk"           "Urb1"           "Synj1"         
## [2033] "Ifnar2"         "Il10rb"         "Ifnar1"         "Ifngr2"        
## [2037] "Tmem50b"        "Dnajc28"        "Itsn1"          "Slc5a3"        
## [2041] "Mrps6"          "Rcan1"          "Setd4"          "Chaf1b"        
## [2045] "Erg"            "Ets2"           "Psmg1"          "Hmgn1"         
## [2049] "Get1"           "Itgb2l"         "Dscam"          "Bace2"         
## [2053] "Mx1"            "Tiam2"          "Tmem242"        "Zdhhc14"       
## [2057] "3300005D01Rik"  "Synj2"          "Serac1"         "Dynlt1a"       
## [2061] "Dynlt1b"        "Tagap1"         "Rnaset2b"       "Rps6ka2"       
## [2065] "Tagap"          "Rnaset2a"       "Cep43"          "Ccr6"          
## [2069] "Gm8465"         "Gm16702"        "Agpat4"         "Slc22a3"       
## [2073] "Afdn"           "Dact2"          "Dll1"           "Rgmb"          
## [2077] "Spaca6"         "Fpr1"           "Fpr2"           "Ppp2r1a"       
## [2081] "Zfp53"          "Zfp229"         "Zscan10"        "Mmp25"         
## [2085] "Tnfrsf12a"      "Kremen2"        "9530082P21Rik"  "Prss33"        
## [2089] "Prss41"         "Prss30"         "Tbc1d24"        "Ccnf"          
## [2093] "Abca3"          "Rnps1"          "Eci1"           "Mlst8"         
## [2097] "Rab26os"        "Rab26"          "Nthl1"          "Slc9a3r2"      
## [2101] "Tbl3"           "Snora64"        "Msrb1"          "Hs3st6"        
## [2105] "Telo2"          "Unkl"           "Gnptg"          "Tsr3"          
## [2109] "Baiap3"         "Ube2i"          "Prss34"         "Sox8"          
## [2113] "Cerox1"         "Lmf1"           "Ciao3"          "Metrn"         
## [2117] "Jmjd8"          "Wdr90"          "Nme4"           "Rgs11"         
## [2121] "Ergic1"         "Crebrf"         "Kifc5b"         "Bak1"          
## [2125] "Itpr3"          "Hmga1"          "Ilrun"          "Uhrf1bp1"      
## [2129] "Ppard"          "Rpl10a"         "Mapk13"         "Stk38"         
## [2133] "Trp53cor1"      "Rab44"          "Pi16"           "Pim1"          
## [2137] "Mdga1"          "Gm6402"         "Glo1"           "Dnah8"         
## [2141] "Glp1r"          "Abcg1"          "Ubash3a"        "Slc37a1"       
## [2145] "Wdr4"           "Sik1"           "Rrp1b"          "Brd4"          
## [2149] "Pglyrp2"        "Cyp4f16"        "Zfp870"         "Zfp414"        
## [2153] "Pram1"          "Rps28"          "Cd320"          "Tapbp"         
## [2157] "Rps18"          "Vps52"          "H2-K2"          "Col11a2"       
## [2161] "H2-Oa"          "H2-DMa"         "H2-DMb2"        "H2-DMb1"       
## [2165] "Tap1"           "Psmb8"          "Tap2"           "Gm15821"       
## [2169] "H2-Eb2"         "Btnl2"          "Gpsm3"          "Ager"          
## [2173] "Ppt2"           "C4b"            "C4a"            "Nelfe"         
## [2177] "Cfb"            "Ehmt2"          "1110038B12Rik"  "Vwa7"          
## [2181] "Clic1"          "Mpig6b"         "Ly6g6c"         "Csnk2b"        
## [2185] "Aif1"           "Lst1"           "Tnf"            "Lta"           
## [2189] "H2-Q2"          "H2-Q10"         "Mucl3"          "Ier3"          
## [2193] "Flot1"          "Mdc1"           "Ppp1r18"        "Mrps18b"       
## [2197] "H2-T24"         "H2-T23"         "H2-T22"         "Gm11127"       
## [2201] "Gm8815"         "Gm10499"        "Rnf39"          "Gabbr1"        
## [2205] "Or1o3"          "H2-M3"          "H2-M2"          "Cd2ap"         
## [2209] "Tnfrsf21"       "Pla2g7"         "1700071M16Rik"  "Slc25a27"      
## [2213] "Cyp39a1"        "Enpp5"          "Enpp4"          "Runx2"         
## [2217] "Cdc5l"          "Slc35b2"        "Slc29a1"        "Vegfa"         
## [2221] "Gtpbp2"         "Polr1c"         "Dnph1"          "Gnmt"          
## [2225] "Trerf1"         "Guca1b"         "Ccnd3"          "Tomm6"         
## [2229] "Foxp4"          "9830107B12Rik"  "A530064D06Rik"  "Trem1"         
## [2233] "Trem3"          "Treml4"         "Treml2"         "B430306N03Rik" 
## [2237] "Trem2"          "Nfya"           "Apobec2"        "Tspo2"         
## [2241] "Unc5cl"         "Daam2"          "Gm7334"         "Gm19585"       
## [2245] "Rab5a"          "Adgre4"         "Zfp119b"        "Ebi3"          
## [2249] "Gm16712"        "Stap2"          "Chaf1a"         "Lrg1"          
## [2253] "Sema6b"         "Plin3"          "Ptprs"          "Tincr"         
## [2257] "Rfx2"           "Mllt1"          "Alkbh7"         "Slc25a23"      
## [2261] "Crb3"           "Tnfsf14"        "Trip10"         "Adgre1"        
## [2265] "Fbxl17"         "Fer"            "Pja2"           "Man2a1"        
## [2269] "Rab31"          "Ralbp1"         "Twsg1"          "Washc1"        
## [2273] "Tgif1"          "Myl12b"         "Myl12a"         "Lpin2"         
## [2277] "Emilin2"        "Lbh"            "Galnt14"        "Xdh"           
## [2281] "Nlrc4"          "Birc6"          "Rasgrp3"        "Crim1"         
## [2285] "Strn"           "Heatr5b"        "Gpatch11"       "Prkd3"         
## [2289] "Qpct"           "Rmdn2"          "Gemin6"         "Map4k3"        
## [2293] "Slc8a1"         "Mta3"           "Gm19696"        "Zfp36l2"       
## [2297] "Thada"          "Dync2li1"       "Ppm1b"          "Camkmt"        
## [2301] "Prkce"          "Epas1"          "Rhoq"           "Pigf"          
## [2305] "Epcam"          "Kcnk12"         "Ppp1r21"        "Ston1"         
## [2309] "Gtf2a1l"        "Bambi"          "Map3k8"         "Jcad"          
## [2313] "Zfp438"         "Kif5b"          "Epc1"           "Rab18"         
## [2317] "Wac"            "Colec12"        "Rock1"          "Gm6277"        
## [2321] "Cables1"        "Ttc39c"         "Zfp521"         "Taf4b"         
## [2325] "E430002N23Rik"  "B4galt6"        "Klhl14"         "Dtna"          
## [2329] "Mapre2"         "Galnt1"         "Slc39a6"        "Mocos"         
## [2333] "Celf4"          "Slc25a46"       "Myo7b"          "Ercc3"         
## [2337] "Gypc"           "Camk4"          "Stard4"         "Srp19"         
## [2341] "Fam53c"         "Reep2"          "Ctnna1"         "Spata24"       
## [2345] "Cxxc5"          "Psd2"           "Nrg2"           "Pura"          
## [2349] "Cystm1"         "Ankhd1"         "Cd14"           "Zmat2"         
## [2353] "Taf7"           "Pcdhgb7"        "Pcdhgc3"        "Pcdhgc4"       
## [2357] "Diaph1"         "Rell2"          "Arap3"          "Rnf14"         
## [2361] "Gnpda1"         "Ndfip1"         "Spry4"          "Arhgap26"      
## [2365] "Sh3rf2"         "Gm4013"         "Tcerg1"         "Ythdc2"        
## [2369] "Pggt1b"         "Ccdc112"        "Ticam2"         "Tmed7"         
## [2373] "Atg12"          "Ap3s1"          "Snx24"          "Gm19466"       
## [2377] "Zfp608"         "Gramd3"         "Marchf3"        "Slc27a6"       
## [2381] "Gm4951"         "Gm4841"         "F830016B08Rik"  "Iigp1"         
## [2385] "Smim3"          "Synpo"          "Arsi"           "Camk2a"        
## [2389] "Pdgfrb"         "Csf1r"          "Arhgef37"       "Csnk1a1"       
## [2393] "Afap1l1"        "Adrb2"          "Wdr7"           "Nedd4l"        
## [2397] "Alpk2"          "Zfp532"         "Sec11c"         "Mppe1"         
## [2401] "B430212C06Rik"  "Tubb6"          "Afg3l2"         "Spire1"        
## [2405] "Cep76"          "Ldlrad4"        "Tcf4"           "4930503L19Rik" 
## [2409] "Poli"           "Mbd2"           "Smad4"          "Mapk4"         
## [2413] "Myo5b"          "Lipg"           "Haus1"          "F830208F22Rik" 
## [2417] "Pstpip2"        "Slc14a1"        "Setbp1"         "Slc66a2"       
## [2421] "Nfatc1"         "Mbp"            "Zfp516"         "Zadh2"         
## [2425] "Zfp407"         "Cndp2"          "Cd226"          "Tmx3"          
## [2429] "Lrp5"           "Chka"           "Aldh3b1"        "Unc93b1"       
## [2433] "Aldh3b3"        "Doc2g"          "Gstp3"          "Ptprcap"       
## [2437] "Rps6kb2"        "Ppp1ca"         "Pold4"          "Ssh3"          
## [2441] "Rhod"           "Pcx"            "Ctsf"           "Slc29a2"       
## [2445] "Cnih2"          "Rab1b"          "Pacs1"          "Eif1ad"        
## [2449] "4930481A15Rik"  "Cfl1"           "Ehbp1l1"        "Znrd2"         
## [2453] "Ltbp3"          "Cdc42ep2"       "Slc22a20"       "Tm7sf2"        
## [2457] "Batf2"          "Pygm"           "Rasgrp2"        "Rps6ka4"       
## [2461] "Plcb3"          "Fermt3"         "Otub1"          "Cox8a"         
## [2465] "Mark2"          "Spindoc"        "Rtn3"           "Plaat3"        
## [2469] "9830166K06Rik"  "Snhg1"          "Snord22"        "Wdr74"         
## [2473] "Tmem223"        "Ttc9c"          "Gng3"           "Bscl2"         
## [2477] "Asrgl1"         "Gm6252"         "Fth1"           "Rab3il1"       
## [2481] "Fads3"          "Fads2"          "Dagla"          "Tmem216"       
## [2485] "Tkfc"           "Cd5"            "A430093F15Rik"  "Cd6"           
## [2489] "Slc15a3"        "Tmem132a"       "Tmem109"        "Ms4a8a"        
## [2493] "Ms4a1"          "Ms4a4a"         "Ms4a4c"         "Ms4a4b"        
## [2497] "Ms4a6c"         "Gm8369"         "Ms4a6d"         "Ms4a2"         
## [2501] "Ms4a3"          "Oosp1"          "Stx3"           "Patl1"         
## [2505] "Mpeg1"          "Dtx4"           "Zfp91"          "Lpxn"          
## [2509] "Psat1"          "Gnaq"           "Prune2"         "Gcnt1"         
## [2513] "Anxa1"          "Gda"            "Cemip2"         "Smc5"          
## [2517] "Gm9938"         "Apba1"          "Pip5k1b"        "Spata6l"       
## [2521] "Cdc37l1"        "Ak3"            "Jak2"           "Cd274"         
## [2525] "A930007I19Rik"  "9930021J03Rik"  "Prkg1"          "Sgms1"         
## [2529] "Papss2"         "Pten"           "Rnls"           "Lipo3"         
## [2533] "Ankrd22"        "Fas"            "Ifit3"          "Ifit1bl1"      
## [2537] "Ifit3b"         "Htr7"           "Tnks2"          "Cpeb3"         
## [2541] "Ide"            "Hhex"           "Myof"           "Hells"         
## [2545] "Pdlim1"         "Tctn3"          "Entpd1"         "Ccnj"          
## [2549] "Blnk"           "Dntt"           "Tm9sf3"         "Lcor"          
## [2553] "Frat1"          "Pyroxd2"        "Entpd7"         "Dnmbp"         
## [2557] "Erlin1"         "Bloc1s2"        "Scd3"           "Scd1"          
## [2561] "Hif1an"         "Twnk"           "Pdzd7"          "Kazald1"       
## [2565] "Kcnip2"         "Nfkb2"          "Psd"            "Mfsd13a"       
## [2569] "Cyp17a1"        "As3mt"          "Sh3pxd2a"       "Col17a1"       
## [2573] "Gsto2"          "Itprip"         "Mxi1"           "Smndc1"        
## [2577] "Pdcd4"          "Shoc2"          "Adra2a"         "Tcf7l2"        
## [2581] "Casp7"          "Nhlrc2"         "Trub1"          "Atrnl1"        
## [2585] "Gfra1"          "Hspa12a"        "Shtn1"          "Pdzd8"         
## [2589] "Fam204a"        "Cacul1"         "Nanos1"         "Eif3a"         
## [2593] "Zfp950"         "Csf2ra"         "Rpp38"          "Fam107b"       
## [2597] "Prpf18"         "Phyh"           "Upf2"           "Usp6nl"        
## [2601] "Celf2"          "Gata3"          "Taf3"           "Atp5c1"        
## [2605] "Itih5"          "Sfmbt2"         "Pfkfb3"         "Il2ra"         
## [2609] "Il15ra"         "Itga8"          "Mindy3"         "C1ql3"         
## [2613] "Hacd1"          "Mrc1"           "Plxdc2"         "Nebl"          
## [2617] "Dnajc1"         "Gm3230"         "Otud1"          "Gm13363"       
## [2621] "Etl4"           "Thnsl1"         "Apbb1ip"        "Abi1"          
## [2625] "Acbd5"          "Hnmt"           "Il36g"          "Il1rn"         
## [2629] "Cacna1b"        "Arrdc1"         "Pnpla7"         "Nrarp"         
## [2633] "Tubb4b"         "Tmem203"        "Tprn"           "Dpp7"          
## [2637] "Npdc1"          "Fut7"           "Abca2"          "Mamdc4"        
## [2641] "Phpt1"          "Fcna"           "Camsap1"        "Nacc2"         
## [2645] "Card9"          "Snapc4"         "Pmpca"          "Notch1"        
## [2649] "Egfl7"          "Snhg7"          "Surf1"          "Surf4"         
## [2653] "Slc2a6"         "Vav2"           "Rxra"           "Fcnb"          
## [2657] "F730016J06Rik"  "Olfm1"          "Ppp1r26"        "Gbgt1"         
## [2661] "Ralgds"         "Cel"            "Gtf3c5"         "Ak8"           
## [2665] "6530402F18Rik"  "Med27"          "Dync2i2"        "Pkn3"          
## [2669] "Kyat1"          "1700084E18Rik"  "Lrrc8a"         "Phyhd1"        
## [2673] "Crat"           "Ier5l"          "Cstad"          "Ptges"         
## [2677] "Fnbp1"          "Ass1"           "Qrfp"           "Fam78a"        
## [2681] "Pomt1"          "Golga2"         "Dnm1"           "Lcn2"          
## [2685] "Fam102a"        "Dpm2"           "Eng"            "Fpgs"          
## [2689] "Sh2d3c"         "6330409D20Rik"  "Tor2a"          "Ttc16"         
## [2693] "Stxbp1"         "Niban2"         "Lrsam1"         "Snora65"       
## [2697] "Slc2a8"         "Garnl3"         "Ralgps1"        "Angptl2"       
## [2701] "Mvb12b"         "Pbx3"           "Rabepk"         "Hc"            
## [2705] "Gsn"            "Stom"           "Ndufa8"         "Rbm18"         
## [2709] "Ptgs1"          "Zbtb6"          "Strbp"          "Nek6"          
## [2713] "Rpl35"          "Scai"           "Kynu"           "Zeb2"          
## [2717] "Zeb2os"         "Mbd5"           "Rnd3"           "Nmi"           
## [2721] "Tnfaip6"        "Rif1"           "Neb"            "Arl5a"         
## [2725] "Cacnb4"         "Stam2"          "Fmnl2"          "Prpf40a"       
## [2729] "A930012O16Rik"  "Gpd2"           "Cytip"          "Acvr1"         
## [2733] "Ccdc148"        "Pkp4"           "Dapl1"          "Gm13552"       
## [2737] "Wdsub1"         "Baz2b"          "Cd302"          "Rbms1"         
## [2741] "Grb14"          "Cobll1"         "Galnt3"         "Gm13629"       
## [2745] "Scn9a"          "Stk39"          "Dhrs9"          "Ppig"          
## [2749] "Klhl23"         "Ssb"            "Mettl8"         "Dync1i2"       
## [2753] "Metap1d"        "Map3k20"        "Ola1"           "Cir1"          
## [2757] "Wipf1"          "Atf2"           "Lnpk"           "Hnrnpa3"       
## [2761] "Nfe2l2"         "Prkra"          "Plekha3"        "Ttn"           
## [2765] "Sestd1"         "Cwc22"          "Ube2e3"         "Itga4"         
## [2769] "Dusp19"         "Mir684-1"       "Zc3h15"         "Itgav"         
## [2773] "Ctnnd1"         "Med19"          "Zdhhc5"         "Serping1"      
## [2777] "Slc43a1"        "Prg2"           "Lrrc55"         "Ptprj"         
## [2781] "Spi1"           "Mybpc3"         "Nr1h3"          "Pacsin3"       
## [2785] "Lrp4"           "Dgkz"           "Chst1"          "Trp53i11"      
## [2789] "Tspan18"        "Cd82"           "Iftap"          "Ldlrad3"       
## [2793] "Slc1a2"         "Cd44"           "Caprin1"        "Lmo2"          
## [2797] "Fbxo3"          "Hipk3"          "Tcp11l1"        "Depdc7"        
## [2801] "Qser1"          "Prrg4"          "Rcn1"           "Dnajc24"       
## [2805] "Lin7c"          "Nutm1"          "Nop10"          "Aven"          
## [2809] "Cdin1"          "Spred1"         "Thbs1"          "Pak6"          
## [2813] "Ivd"            "Vps18"          "Chp1"           "Oip5os1"       
## [2817] "H3f3c"          "Rtf1"           "Ltk"            "Tyro3"         
## [2821] "Mga"            "Pla2g4b"        "Capn3"          "Ttbk2"         
## [2825] "Ccndbp1"        "Epb42"          "Ckmt1"          "Strc"          
## [2829] "Mfap1b"         "Mfap1a"         "Golm2"          "Ctdspl2"       
## [2833] "Eif3j1"         "B2m"            "Rps12-ps10"     "Slc28a2"       
## [2837] "Gatm"           "Bloc1s6"        "Sqor"           "Sema6d"        
## [2841] "Fbn1"           "Shc4"           "Eid1"           "Secisbp2l"     
## [2845] "Cops2"          "Dtwd1"          "Atp8b4"         "Hdc"           
## [2849] "Ap4e1"          "Blvra"          "Tmem127"        "Fahd2a"        
## [2853] "Zfp661"         "Nphp1"          "Bcl2l11"        "Morrbid"       
## [2857] "Mertk"          "Polr1b"         "A730036I17Rik"  "Il1b"          
## [2861] "Il1bos"         "Sirpa"          "Stk35"          "Nop56"         
## [2865] "Snord110"       "Idh3b"          "Itpa"           "Dnaaf9"        
## [2869] "Siglec1"        "Cdc25b"         "Tmx4"           "Plcb1"         
## [2873] "Plcb4"          "Jag1"           "Btbd3"          "Macrod2"       
## [2877] "Kif16b"         "Rrbp1"          "Ovol2"          "Sec23b"        
## [2881] "Rin2"           "Naa20"          "Ralgapa2"       "A930019D19Rik" 
## [2885] "Kiz"            "Thbd"           "Cd93"           "Gzf1"          
## [2889] "Napb"           "Cst3"           "Cst7"           "Apmap"         
## [2893] "Acss1"          "Fkbp1a"         "Snph"           "Srxn1"         
## [2897] "Trib3"          "Sox12"          "Zcchc3"         "Id1"           
## [2901] "Bcl2l1"         "Hck"            "Tspyl3"         "Nol4l"         
## [2905] "Mapre1"         "Snta1"          "E2f1"           "Pxmp4"         
## [2909] "Chmp4b"         "Ncoa6"          "Procr"          "Uqcc1"         
## [2913] "Cep250"         "Ergic3"         "Cpne1"          "Rbm12"         
## [2917] "Nfs1"           "Norad"          "Epb41l1"        "Gm14230"       
## [2921] "Tgif2"          "Sla2"           "Soga1"          "Rpn2"          
## [2925] "Blcap"          "Tgm2"           "Lbp"            "Snhg17"        
## [2929] "Ralgapb"        "Ppp1r16b"       "Fam83d"         "Mafb"          
## [2933] "Plcg1"          "Chd6"           "Ift52"          "Gm11454"       
## [2937] "Tox2"           "Pkig"           "Ada"            "Ywhab"         
## [2941] "Pabpc1l"        "Slpi"           "Sdc4"           "Ctsa"          
## [2945] "Mmp9"           "Cd40"           "Elmo2"          "Ocstamp"       
## [2949] "Trp53rka"       "Sulf2"          "Prex1"          "Zfas1"         
## [2953] "Snord12"        "B4galt5"        "Rnf114"         "Snai1"         
## [2957] "Ube2v1"         "Peds1"          "Ptpn1"          "Ripor3"        
## [2961] "Pard6b"         "Mocs3"          "Kcng1"          "Atp9a"         
## [2965] "Tshz2"          "Bcas1"          "Aurka"          "Cass4"         
## [2969] "Bmp7"           "Zbp1"           "Rab22a"         "Vapb"          
## [2973] "Ctsz"           "Zfp831"         "Zfp966"         "Zfp967"        
## [2977] "Gm14308"        "Gm14305"        "Zfp970"         "Sycp2"         
## [2981] "Ppp1r3d"        "Ss18l1"         "Lama5"          "Rps21"         
## [2985] "Cables2"        "Slco4a1"        "Dido1"          "Slc17a9"       
## [2989] "Arfgap1"        "Col20a1"        "Srms"           "Fndc11"        
## [2993] "Lime1"          "Zbtb46"         "Uckl1os"        "5330432E05Rik" 
## [2997] "Tpd52"          "Zbtb10"         "C030034L19Rik"  "Zfp704"        
## [3001] "Pag1"           "Fabp4"          "Impa1"          "Chmp4c"        
## [3005] "E2f5"           "Car1"           "Gm9733"         "Sirpb1a"       
## [3009] "Sirpb1b"        "Sirpb1c"        "Gm5150"         "Mtfr1"         
## [3013] "Cpa3"           "Nceh1"          "Tnfsf10"        "Fndc3b"        
## [3017] "Pld1"           "Tnik"           "Eif5a2"         "Sec62"         
## [3021] "Phc3"           "Actl6a"         "Exosc9"         "Bltp1"         
## [3025] "Bbs12"          "Fgf2"           "Nudt6"          "Spata5"        
## [3029] "Spry1"          "Ankrd50"        "Fat4"           "Mfsd8"         
## [3033] "Abhd18"         "Pgrmc2"         "Sclt1"          "Slc7a11"       
## [3037] "Noct"           "Mgarp"          "Setd7"          "Maml3"         
## [3041] "Alg5"           "Spg20"          "Commd2"         "Pfn2"          
## [3045] "Tsc22d2"        "Rpl13-ps6"      "Med12l"         "P2ry14"        
## [3049] "P2ry13"         "P2ry12"         "Mbnl1"          "Gm19816"       
## [3053] "P2ry1"          "Slc33a1"        "Ssr3"           "Rsrc1"         
## [3057] "Lxn"            "Il12a"          "Smc4"           "Wdr49"         
## [3061] "Fnip2"          "Ctso"           "Gucy1b1"        "Gucy1a1"       
## [3065] "Tlr2"           "Trim2"          "Tmem154"        "Gatb"          
## [3069] "Fhip1a"         "Glt28d2"        "Lrba"           "Dclk2"         
## [3073] "Cd1d2"          "Cd1d1"          "Fcrl1"          "Fcrl5"         
## [3077] "Arhgef11"       "Ntrk1"          "Insrr"          "Sh2d2a"        
## [3081] "Hdgf"           "Gpatch4"        "Iqgap3"         "Mef2d"         
## [3085] "Tsacc"          "Glmp"           "Pmf1"           "Sema4a"        
## [3089] "Lmna"           "Syt11"          "Rusc1"          "Hcn3"          
## [3093] "Scamp3"         "Thbs3"          "Krtcap2"        "Efna1"         
## [3097] "Adam15"         "Zbtb7b"         "Gm15417"        "Shc1"          
## [3101] "Chrnb2"         "Ube2q1"         "Il6ra"          "Atp8b2"        
## [3105] "Cfap141"        "Tpm3"           "Rab13"          "Jtb"           
## [3109] "Slc27a3"        "Ilf2"           "S100a4"         "S100a6"        
## [3113] "S100a8"         "S100a9"         "Tchh"           "Tdrkh"         
## [3117] "Oaz3"           "Rpl31-ps11"     "Selenbp1"       "Rfx5"          
## [3121] "Pip5k1a"        "Lysmd1"         "Tnfaip8l2"      "Gm128"         
## [3125] "Bnipl"          "Prune1"         "Mindy1"         "Anxa9"         
## [3129] "Cers2"          "Ctss"           "Ensa"           "Ecm1"          
## [3133] "Aph1a"          "Plekho1"        "Otud7b"         "Fcgr1"         
## [3137] "Itga10"         "Ankrd35"        "Cd160"          "Pdzk1"         
## [3141] "Gpr89"          "Bcl9"           "Prkab2"         "Sec22b"        
## [3145] "Tent5c"         "Man1a2"         "Cd101"          "Ptgfrn"        
## [3149] "Cd2"            "Atp1a1"         "Tspan2"         "Sike1"         
## [3153] "Dennd2c"        "Bcl2l15"        "Ptpn22"         "Phtf1"         
## [3157] "Rhoc"           "Capza1"         "Cttnbp2nl"      "Inka2"         
## [3161] "Rap1a"          "Gm5547"         "I830077J02Rik"  "Ovgp1"         
## [3165] "Chil3"          "Chil4"          "Dennd2d"        "Kcna3"         
## [3169] "Ahcyl1"         "Csf1"           "Gstm1"          "Sort1"         
## [3173] "Celsr2"         "Fndc7"          "Prpf38b"        "Slc25a24"      
## [3177] "Vav3"           "S1pr1"          "A930005H10Rik"  "Dph5"          
## [3181] "Vcam1"          "Cdc14a"         "Sass6"          "Mfsd14a"       
## [3185] "Snx7"           "Rwdd3"          "Cnn3"           "Gclm"          
## [3189] "Gm4610"         "Bcar3"          "Fnbp1l"         "Pde5a"         
## [3193] "Usp53"          "Prss12"         "Larp7"          "Zgrf1"         
## [3197] "Alpk1"          "Tifa"           "Ap1ar"          "Fam241a"       
## [3201] "Elovl6"         "Casp6"          "Rpl34"          "Lef1"          
## [3205] "Sgms2"          "Papss1"         "Aimp1"          "Tbck"          
## [3209] "Npnt"           "Ube2d3"         "Nfkb1"          "Bank1"         
## [3213] "Ppp3ca"         "Adh4"           "Eif4e"          "Gbp5"          
## [3217] "Gbp7"           "Gbp2b"          "Kyat3"          "Pkn2"          
## [3221] "Lmo4"           "Sh3glb1"        "Prkacb"         "Adgrl2"        
## [3225] "Adgrl4"         "Gipc2"          "Dnajb4"         "Fubp1"         
## [3229] "Usp33"          "Snord45b"       "Erich3"         "Ptger3"        
## [3233] "Ankrd13c"       "Srsf11"         "Wls"            "Gm11787"       
## [3237] "Lyn"            "6330407A03Rik"  "Rps20"          "Bpnt2"         
## [3241] "Tox"            "Rab2a"          "Asph"           "Cfap418"       
## [3245] "Gm11827"        "Gem"            "Tmem67"         "Nbn"           
## [3249] "Cpne3"          "Rmdn1"          "Ggh"            "Tstd3"         
## [3253] "Pnisr"          "Coq3"           "Faxc"           "Mms22l"        
## [3257] "Ndufaf4"        "Gpr63"          "Bach2"          "Casp8ap2"      
## [3261] "Lyrm2"          "Ankrd6"         "Rragd"          "Gabrr1"        
## [3265] "Srsf12"         "Rngtt"          "Mob3b"          "C9orf72"       
## [3269] "Aco1"           "Rigi"           "Chmp5"          "Sigmar1"       
## [3273] "Il11ra1"        "Gm13305"        "Gm2163"         "Vcp"           
## [3277] "Unc13b"         "Cd72"           "Rmrp"           "Ccdc107"       
## [3281] "Arhgef39"       "Car9"           "Tmem8b"         "Reck"          
## [3285] "Ccin"           "Clta"           "Gm19980"        "Pax5"          
## [3289] "Fbxo10"         "Slc25a51"       "Shb"            "Aldh1b1"       
## [3293] "Stra6l"         "Ccdc180"        "Tdrd7"          "Ncbp1"         
## [3297] "Xpa"            "Trmo"           "Nans"           "Coro2a"        
## [3301] "Tbc1d2"         "Tgfbr1"         "Nr4a3"          "Erp44"         
## [3305] "Msantd3"        "Rnf20"          "Tmem38b"        "Klf4"          
## [3309] "Ctnnal1"        "Tmem245"        "Epb41l4b"       "Ptpn3"         
## [3313] "Ptgr1"          "Dnajc25"        "Gng10"          "Ugcg"          
## [3317] "Susd1"          "Ptbp3"          "Snx30"          "Slc31a2"       
## [3321] "Slc31a1"        "Bspry"          "Rgs3"           "Orm1"          
## [3325] "Orm2"           "Akna"           "Whrn"           "Tnfsf15"       
## [3329] "Tnfsf8"         "Tlr4"           "Megf9"          "Tle1"          
## [3333] "Kdm4c"          "Psip1"          "Ccdc171"        "Cntln"         
## [3337] "Plin2"          "Slc24a2"        "Mllt3"          "Focad"         
## [3341] "Hacd4"          "Mtap"           "Cdkn2a"         "Dmrta1"        
## [3345] "Plaa"           "Gm12657"        "Gm3831"         "Fggy"          
## [3349] "Gm12696"        "Patj"           "Usp1"           "Dock7"         
## [3353] "Atg4c"          "Alg6"           "Itgb3bp"        "Dnajc6"        
## [3357] "Leprot"         "Mier1"          "Acot11"         "Ssbp3"         
## [3361] "Cyb5rl"         "Yipf1"          "Czib"           "Echdc2"        
## [3365] "Coa7"           "Tut4"           "Zfyve9"         "Txndc12"       
## [3369] "Rnf11"          "9630013D21Rik"  "Dmrta2"         "Skint3"        
## [3373] "Cmpk1"          "Tal1"           "Efcab14"        "Atpaf1"        
## [3377] "Faah"           "Ccdc163"        "Btbd19"         "Dph2"          
## [3381] "Kdm4a"          "Ptprf"          "Tie1"           "Ermap"         
## [3385] "P3h1"           "Hivep3"         "Smap2"          "Zmpste24"      
## [3389] "Cap1"           "Mfsd2a"         "Akirin1"        "Rragc"         
## [3393] "Pou3f1"         "Inpp5b"         "Maneal"         "Zc3h12a"       
## [3397] "Csf3r"          "Oscp1"          "Stk40"          "Eva1b"         
## [3401] "Thrap3"         "Ago3"           "Ago1"           "Clspn"         
## [3405] "Zmym4"          "Zmym6"          "Tlr12"          "A3galt2"       
## [3409] "Trim62"         "Rnf19b"         "Fndc5"          "S100pbp"       
## [3413] "Zbtb8os"        "Marcksl1"       "Hdac1"          "Tmem234"       
## [3417] "Ccdc28b"        "Kpna6"          "Khdrbs1"        "1700003M07Rik" 
## [3421] "Tinagl1"        "Zcchc17"        "Nkain1"         "Sdc3"          
## [3425] "Laptm5"         "Epb41"          "Snhg12"         "Snora44"       
## [3429] "Snord99"        "Med18"          "Dnajc8"         "Ptafr"         
## [3433] "Xkr8"           "Stx12"          "Fgr"            "Gpr3"          
## [3437] "Map3k6"         "Wdtc1"          "Slc9a1"         "Zdhhc18"       
## [3441] "Arid1a"         "Rps6ka1"        "Lin28a"         "Cd52"          
## [3445] "Ubxn11"         "Extl1"          "Pafah2"         "Mtfr1l"        
## [3449] "Selenon"        "Man1c1"         "Ldlrap1"        "Maco1"         
## [3453] "Runx3"          "Srrm1"          "Rcan3"          "Nipal3"        
## [3457] "Ifnlr1"         "Pnrc2"          "Id3"            "Tcea3"         
## [3461] "Hnrnpr"         "Luzp1"          "C1qb"           "C1qc"          
## [3465] "C1qa"           "Cdc42"          "Hspg2"          "Rap1gap"       
## [3469] "Eif4g3"         "Hp1bp3"         "Camk2n1"        "Tmco4"         
## [3473] "Nbl1"           "Capzb"          "Akr7a5"         "Iffo2"         
## [3477] "Arhgef10l"      "Padi4"          "Padi2"          "Atp13a2"       
## [3481] "Crocc"          "Fbxo42"         "Epha2"          "Spen"          
## [3485] "Efhd2"          "4930455G09Rik"  "Tmem51"         "Dhrs3"         
## [3489] "Vps13d"         "Tnfrsf1b"       "Tnfrsf8"        "Zfp268"        
## [3493] "Zfp987"         "Zfp992"         "Zfp979"         "Zfp933"        
## [3497] "Plod1"          "Clcn6"          "Mthfr"          "Srm"           
## [3501] "Pgd"            "Kif1b"          "Slc25a33"       "Spsb1"         
## [3505] "Gpr157"         "Rere"           "Tnfrsf9"        "Camta1"        
## [3509] "Thap3"          "Phf13"          "Klhl21"         "Plekhg5"       
## [3513] "Tnfrsf25"       "Espn"           "Icmt"           "Chd5"          
## [3517] "A430005L14Rik"  "Dffb"           "Arhgef16"       "Tnfrsf14"      
## [3521] "Pank4"          "Rer1"           "Prkcz"          "5830444B04Rik" 
## [3525] "Cfap74"         "Gnb1"           "Nadk"           "Slc35e2"       
## [3529] "Atad3a"         "Mxra8"          "Sdf4"           "Tnfrsf18"      
## [3533] "Ttll10"         "9430015G10Rik"  "Isg15"          "Cdk6"          
## [3537] "Gatad1"         "Ankib1"         "Lrrd1"          "Mterf1a"       
## [3541] "Fzd1"           "Cldn12"         "Steap4"         "Sri"           
## [3545] "Rundc3b"        "Abcb1b"         "Abcb4"          "Crot"          
## [3549] "Elapor2"        "Gm6455"         "Gm8890"         "Gm6460"        
## [3553] "Cacna2d1"       "Hgf"            "Cd36"           "Phtf2"         
## [3557] "Rsbn1l"         "Fgl2"           "Fam185a"        "Napepld"       
## [3561] "Dnajc2"         "Gm15421"        "Kmt2e"          "Pus7"          
## [3565] "Hycc1"          "Wdr86"          "Prkag2"         "Kmt2c"         
## [3569] "1700096K18Rik"  "Insig1"         "Shh"            "Rnf32"         
## [3573] "Ube3c"          "Dnajb6"         "Drc1"           "Otof"          
## [3577] "Dpysl5"         "Agbl5"          "Emilin1"        "Khk"           
## [3581] "Cad"            "Ppm1g"          "Ift172"         "Zfp512"        
## [3585] "Slc4a1ap"       "Fosl2"          "Yes1"           "Pisd"          
## [3589] "Depdc5"         "Ywhah"          "Nsd2"           "Nat8l"         
## [3593] "Mxd4"           "Zfyve28"        "Fam193a"        "Htt"           
## [3597] "Rgs12"          "Afap1"          "Man2b2"         "Ppp2r2c"       
## [3601] "Wfs1"           "Tmem128"        "Slc2a9"         "Wdr1"          
## [3605] "Zfp518b"        "Clnk"           "Bod1l"          "Bst1"          
## [3609] "Cd38"           "Prom1"          "Lap3"           "Gm7931"        
## [3613] "Adgra3"         "Pi4k2b"         "Tbc1d19"        "Dthd1"         
## [3617] "0610040J01Rik"  "Pgm2"           "Tbc1d1"         "Klf3"          
## [3621] "Tlr1"           "Tlr6"           "Fam114a1"       "Tmem156"       
## [3625] "Wdr19"          "Ugdh"           "Rhoh"           "Bend4"         
## [3629] "Atp8a1"         "Kctd8"          "Gnpda2"         "Txk"           
## [3633] "Slain2"         "Fryl"           "Ociad2"         "Fip1l1"        
## [3637] "Kit"            "Gm19590"        "Kdr"            "Srd5a3"        
## [3641] "Clock"          "A730089K16Rik"  "Aasdh"          "Srp72"         
## [3645] "Hopx"           "Mob1b"          "Adamts3"        "Cox18"         
## [3649] "Ankrd17"        "Afm"            "Albfm1"         "Rassf6"        
## [3653] "Cxcl2"          "Mthfd2l"        "G3bp2"          "Ppef2"         
## [3657] "Naaa"           "Sdad1"          "Cxcl9"          "Art3"          
## [3661] "Cxcl10"         "Stbd1"          "Septin11"       "Ccni"          
## [3665] "Cxcl13"         "Anxa3"          "Mir703"         "Rasgef1b"      
## [3669] "Hnrnpd"         "Plac8"          "Hpse"           "Helq"          
## [3673] "Abraxas1"       "Gpat3"          "Cds1"           "Wdfy3"         
## [3677] "Slc10a6"        "Aff1"           "Klhl8"          "Hsd17b11"      
## [3681] "Spp1"           "Thoc2l"         "Gbp8"           "Gbp9"          
## [3685] "Gbp4"           "Gbp10"          "Gbp6"           "Lrrc8c"        
## [3689] "Zfp326"         "1700028K03Rik"  "Glmn"           "Rpap2"         
## [3693] "4930428O21Rik"  "Gfi1"           "A430072P03Rik"  "Evi5"          
## [3697] "Dipk1a"         "Mtf2"           "Tmed5"          "Dr1"           
## [3701] "Mfsd7a"         "Pcgf3"          "Crlf2"          "Chfr"          
## [3705] "Pxmp2"          "Galnt9"         "Ddx51"          "Ep400"         
## [3709] "Hscb"           "Ttc28"          "Pitpnb"         "Miat"          
## [3713] "Tfip11"         "Asphd2"         "Myo18b"         "Grk3"          
## [3717] "2900026A02Rik"  "Wscd2"          "Cmklr1"         "Tmem119"       
## [3721] "Selplg"         "Coro1c"         "Ssh1"           "Myo1h"         
## [3725] "Kctd10"         "Fam222a"        "Gltp"           "1500011B03Rik" 
## [3729] "Oasl2"          "Oasl1"          "2210016L21Rik"  "Rpl37rt"       
## [3733] "Unc119b"        "Rnf10"          "Pxn"            "Rab35"         
## [3737] "Bicdl1"         "Taok3"          "Vsig10"         "Fbxw8"         
## [3741] "Gm10390"        "Cfap73"         "Oas2"           "Hectd4"        
## [3745] "Naa25"          "Erp29"          "Adam1a"         "Aldh2"         
## [3749] "Acad12"         "Atxn2"          "Sh2b3"          "Pheta1"        
## [3753] "Pptc7"          "Rad9b"          "Atp2a2"         "Ift81"         
## [3757] "P2rx7"          "P2rx4"          "Anapc5"         "Rnf34"         
## [3761] "4932422M17Rik"  "Setd1b"         "Hcar2"          "Denr"          
## [3765] "Abcb9"          "Ogfod2"         "Pitpnm2"        "Sbno1"         
## [3769] "Tmed2"          "Gtf2h3"         "Atp6v0a2"       "Scarb1"        
## [3773] "Aacs"           "Stx2"           "Zfp11"          "Gusb"          
## [3777] "Asl"            "Tpst1"          "Gtf2ird2"       "Ncf1"          
## [3781] "Eif4h"          "Limk1"          "Mettl27"        "Abhd11"        
## [3785] "Baz1b"          "Nsun5"          "Hip1"           "Por"           
## [3789] "Mdh2"           "Ywhag"          "Rasa4"          "Sh2b2"         
## [3793] "Cux1"           "Cldn15"         "Plod3"          "Ap1s1"         
## [3797] "Ache"           "Tfr2"           "Mospd3"         "Gm7285"        
## [3801] "Agfg2"          "Spacdr"         "Pilra"          "Pilrb1"        
## [3805] "Pilrb2"         "Ap4m1"          "Nxpe5"          "Trappc14"      
## [3809] "Stag3"          "Fam20c"         "Pdgfa"          "Prkar1b"       
## [3813] "Sun1"           "Adap1"          "Cox19"          "Gpr146"        
## [3817] "C130050O18Rik"  "Zfand2a"        "Micall2"        "Mafk"          
## [3821] "Snx8"           "Gm10091"        "Ttyh3"          "Amz1"          
## [3825] "Ap5z1"          "Tnrc18"         "Fscn1"          "Zfp12"         
## [3829] "Kdelr2"         "Rac1"           "Fam220a"        "Rsph10b"       
## [3833] "Cpsf4"          "Zscan25"        "B230303O12Rik"  "Cdk8"          
## [3837] "Usp12"          "Gtf3a"          "Lnx2"           "Flt3"          
## [3841] "Flt1"           "Mtus2"          "Ubl3"           "Katnal1"       
## [3845] "Gm15408"        "Hmgb1"          "Alox5ap"        "Gm19719"       
## [3849] "Wdr95"          "B3glct"         "Gng11"          "Pon3"          
## [3853] "C1galt1"        "Glcci1"         "Ica1"           "Phf14"         
## [3857] "Tfec"           "Gm15473"        "Tes"            "Cav2"          
## [3861] "Met"            "Cped1"          "Fam3c"          "Wasl"          
## [3865] "Zfp800"         "Arf5"           "Lrrc4"          "Hilpda"        
## [3869] "Calu"           "Ccdc136"        "Irf5"           "Tspan33"       
## [3873] "Smo"            "Strip2"         "Ube2h"          "Tsga13"        
## [3877] "2210408F21Rik"  "Mkln1"          "Exoc4"          "Bpgm"          
## [3881] "Wdr91"          "Mtpn"           "Zc3hav1"        "Ubn2"          
## [3885] "Luc7l2"         "Tbxas1"         "Parp12"         "Slc37a3"       
## [3889] "Rab19"          "Mkrn1"          "Dennd2a"        "Braf"          
## [3893] "Dennd11"        "Clec5a"         "Mgam"           "Trbv1"         
## [3897] "Trbv3"          "Trbv4"          "Trbv12-1"       "Trbv13-1"      
## [3901] "Trbv12-2"       "Trbv13-2"       "Trbv13-3"       "Trbv14"        
## [3905] "Trbv15"         "Trbv16"         "Trbv17"         "Trbv19"        
## [3909] "Trbv20"         "Trbv26"         "Trbd1"          "Trbj1-1"       
## [3913] "Trbj1-2"        "Trbj1-3"        "Trbj1-4"        "Trbj1-5"       
## [3917] "Trbj1-7"        "Trbc1"          "Trbd2"          "Trbj2-1"       
## [3921] "Trbj2-2"        "Trbc2"          "Ephb6"          "Trpv6"         
## [3925] "Kel"            "Gstk1"          "Casp2"          "Fam131b"       
## [3929] "Zyx"            "Epha1"          "Zfp467"         "Sspo"          
## [3933] "Lrrc61"         "Gm5111"         "Repin1"         "Gimap8"        
## [3937] "Gimap4"         "Gimap6"         "Gimap7"         "Gimap1os"      
## [3941] "Gimap1"         "Gimap5"         "Gimap3"         "Tmem176b"      
## [3945] "Tmem176a"       "Gpnmb"          "Gsdme"          "Osbpl3"        
## [3949] "Cycs"           "4921507P07Rik"  "Cbx3"           "Snx10"         
## [3953] "Hoxa5"          "Mira"           "Hoxa9"          "Jazf1"         
## [3957] "Chn2"           "Gm15527"        "Wipf3"          "Inmt"          
## [3961] "Avl9"           "Ppm1k"          "Herc6"          "Vopp1"         
## [3965] "Herc3"          "Snca"           "Gng12"          "Gadd45a"       
## [3969] "E230016M11Rik"  "Il23r"          "Tacstd2"        "Rpia"          
## [3973] "Eif2ak3"        "Rpl34-ps1"      "Krcc1"          "Cd8b1"         
## [3977] "Cd8a"           "St3gal5"        "Capg"           "Tgoln1"        
## [3981] "Tmsb10"         "Dnah6"          "Gm20594"        "Sema4f"        
## [3985] "M1ap"           "Loxl3"          "Htra2"          "Dqx1"          
## [3989] "Wbp1"           "Mob1a"          "Clec4f"         "Nagk"          
## [3993] "Paip2b"         "Sfxn5"          "Rab11fip5"      "Alms1"         
## [3997] "Tprkb"          "Pcyox1"         "Asprv1"         "Snrnp27"       
## [4001] "Aak1"           "Gfpt1"          "Antxr1"         "Isy1"          
## [4005] "H1f10"          "Rab7"           "Gata2"          "Mcm2"          
## [4009] "Txnrd3"         "Aldh1l1"        "Slc6a6"         "Lrig1"         
## [4013] "Suclg2"         "Tmf1"           "Arl6ip5"        "Frmd4b"        
## [4017] "Mitf"           "Foxp1"          "Eif4e3"         "Ppp4r2"        
## [4021] "Cntn6"          "Il5ra"          "Crbn"           "Itpr1"         
## [4025] "Edem1"          "Srgap3"         "Thumpd3"        "Setd5"         
## [4029] "Camk1"          "Arpc4"          "Creld1"         "Irak2"         
## [4033] "Hrh1"           "Pparg"          "Tmem40"         "Rpl32"         
## [4037] "Ift122"         "Plxnd1"         "Tmcc1"          "Zfand4"        
## [4041] "Marchf8"        "Alox5"          "Rassf4"         "Fxyd4"         
## [4045] "Zfp248"         "Cacna1c"        "Cacna2d4"       "Adipor2"       
## [4049] "Fbxl14"         "Rad52"          "Wnk1"           "Kdm5a"         
## [4053] "Hdhd5"          "Cecr2"          "Atp6v1e1"       "Mical3"        
## [4057] "Tuba8"          "Slc6a13"        "Slc6a12"        "Klrg1"         
## [4061] "Gm6637"         "M6pr"           "Rps27a-ps3"     "Mfap5"         
## [4065] "Aicda"          "Apobec1"        "Gdf3"           "Slc2a3"        
## [4069] "Foxj2"          "Clec4a1"        "Clec4a3"        "Clec4a4"       
## [4073] "Clec4b1"        "Clec4a2"        "Clec4b2"        "Clec4n"        
## [4077] "Clec4d"         "Clec4e"         "Pex5"           "C1rl"          
## [4081] "C1ra"           "C1s1"           "C1rb"           "Lpcat3"        
## [4085] "Ptpn6"          "Eno2"           "Gpr162"         "Lag3"          
## [4089] "Ptms"           "Mlf2"           "Acrbp"          "Chd4"          
## [4093] "Gapdh"          "Tapbpl"         "Cd27"           "4930417O13Rik" 
## [4097] "Ltbr"           "Scnn1a"         "Cd9"            "Vwf"           
## [4101] "Tigar"          "Tspan9"         "Klrb1b"         "Clec2i"        
## [4105] "Clec2g"         "Gm15987"        "Klrb1f"         "Clec2d"        
## [4109] "2310001H17Rik"  "Clec12a"        "Clec9a"         "Clec7a"        
## [4113] "Olr1"           "Klre1"          "Klrd1"          "Klrk1"         
## [4117] "Klrc3"          "Klrc2"          "Klri1"          "Klri2"         
## [4121] "Klra17"         "Klra7"          "Klra13-ps"      "Klra3"         
## [4125] "Klra2"          "Styk1"          "Bcl2l14"        "Dusp16"        
## [4129] "Cdkn1b"         "Lockd"          "Hebp1"          "Emp1"          
## [4133] "Plbd1"          "Wbp11"          "Arhgdib"        "Ptpro"         
## [4137] "Eps8"           "Mgst1"          "Aebp2"          "Kcnj8"         
## [4141] "Etnk1"          "Sox5"           "Irag2"          "Gm15706"       
## [4145] "Rassf8"         "Itpr2"          "Tm7sf3"         "Gm6654"        
## [4149] "Ppfibp1"        "Ergic2"         "Rps4l"          "Ipo8"          
## [4153] "Dennd5b"        "Bicd1"          "Prkcg"          "Cacng8"        
## [4157] "Tarm1"          "Cnot3"          "Tmc4"           "Pirb"          
## [4161] "Pira1"          "Pira13"         "Pira2"          "Gm10693"       
## [4165] "Pira12"         "Lilra6"         "Lair1"          "9430041J12Rik" 
## [4169] "Ttyh1"          "Lilra5"         "Pira6"          "Ncr1"          
## [4173] "Tnni3"          "Dnaaf3"         "Syt5"           "Tmem86b"       
## [4177] "Ppp6r1"         "Tmem150b"       "Rpl28"          "Ube2s"         
## [4181] "Shisa7"         "Sbk2"           "Epn1"           "Peg3"          
## [4185] "Zfp128"         "Zscan22"        "Rnf225"         "Zfp446"        
## [4189] "Ube2m"          "Ehd2"           "Meis3"          "C5ar2"         
## [4193] "C5ar1"          "Inafm1"         "Bbc3"           "Tmem160"       
## [4197] "Fkrp"           "Ptgir"          "Calm3"          "Dmwd"          
## [4201] "Dmpk"           "Eml2"           "Vasp"           "Ppm1n"         
## [4205] "Rtn2"           "Fosb"           "Klc3"           "Mark4"         
## [4209] "Zfp296"         "Apoc2"          "Apoe"           "Bcam"          
## [4213] "Bcl3"           "Gm19345"        "Zfp180"         "Zfp235"        
## [4217] "Zfp111"         "Zfp93"          "Zfp94"          "Kcnn4"         
## [4221] "Irgc1"          "Plaur"          "Ethe1"          "Cd177"         
## [4225] "Ceacam10"       "Rps19"          "Atp1a3"         "Pou2f2"        
## [4229] "D930028M14Rik"  "Gsk3a"          "Pafah1b3"       "Megf8"         
## [4233] "Lipe"           "Ceacam1"        "Ceacam2"        "B3gnt8"        
## [4237] "Ccdc97"         "Hnrnpul1"       "Axl"            "Cyp2s1"        
## [4241] "Snrpa"          "Blvrb"          "Sertad1"        "Pld3"          
## [4245] "Akt2"           "Zfp60"          "Zfp59"          "Zfp974"        
## [4249] "Dyrk1b"         "Eid2"           "Plekhg2"        "Zfp36"         
## [4253] "Pak4"           "Fbxo17"         "Sirt2"          "Rinl"          
## [4257] "Hnrnpl"         "Ech1"           "Actn4"          "Ryr1"          
## [4261] "Rasgrp4"        "Catsperg1"      "Yif1b"          "Zfp383"        
## [4265] "Zfp568"         "Zfp14"          "Zfp82"          "Zfp566"        
## [4269] "Zfp260"         "Gm5113"         "Tyrobp"         "Hcst"          
## [4273] "Nfkbid"         "Aplp1"          "Proser3"        "U2af1l4"       
## [4277] "Zbtb32"         "Haus5"          "Dmkn"           "Ffar2"         
## [4281] "Ffar1"          "Cd22"           "Fxyd5"          "Gramd1a"       
## [4285] "Kctd15"         "Cebpa"          "Lrp3"           "Ankrd27"       
## [4289] "Tshz3"          "Uri1"           "1600014C10Rik"  "Plekhf1"       
## [4293] "Siglecg"        "Nkg7"           "Cldnd2"         "Etfb"          
## [4297] "Vsig10l"        "Cd33"           "Zfp658"         "Siglece"       
## [4301] "Ctu1"           "Klk1b27"        "2410002F23Rik"  "Shank1"        
## [4305] "Napsa"          "Kcnc3"          "Zfp473"         "Ptov1"         
## [4309] "Cpt1c"          "Scaf1"          "Prr12"          "Prrg2"         
## [4313] "Rcn3"           "Fcgrt"          "Snord35b"       "Flt3l"         
## [4317] "Tead2"          "Trpm4"          "Ntf5"           "Nucb1"         
## [4321] "Bcat2"          "Izumo1"         "Rasip1"         "A030001D20Rik" 
## [4325] "Lmtk3"          "Grwd1"          "Odad1"          "Tph1"          
## [4329] "Saa3"           "Ldha"           "Tmem86a"        "Mrgpra2a"      
## [4333] "Mrgpra2b"       "Zdhhc13"        "Nav2"           "Htatip2"       
## [4337] "Gas2"           "Svip"           "Cyfip1"         "Herc2"         
## [4341] "Ube3a"          "Trpm1"          "Mcee"           "Entrep2"       
## [4345] "Pcsk6"          "Chsy1"          "Lrrk1"          "Asb7"          
## [4349] "Lins1"          "Mef2a"          "Pgpep1l"        "Gm16157"       
## [4353] "Arrdc4"         "Mctp2"          "Gm7710"         "Slco3a1"       
## [4357] "Akap13"         "Ntrk3"          "Det1"           "Isg20"         
## [4361] "Mfge8"          "Anpep"          "Zfp710"         "Idh2"          
## [4365] "Sema4b"         "Fes"            "Iqgap1"         "Wdr73"         
## [4369] "Pde8a"          "Rps17"          "Whamm"          "Ramac"         
## [4373] "Tm6sf1"         "Efl1"           "Mex3b"          "Tlnrd1"        
## [4377] "Cemip"          "Arnt2"          "Tmem135"        "Picalm"        
## [4381] "Sytl2"          "Rab30"          "Prcp"           "Tenm4"         
## [4385] "Gab2"           "Kctd21"         "Kctd14"         "Rsf1"          
## [4389] "Pak1"           "Myo7a"          "Capn5"          "Acer3"         
## [4393] "Lrrc32"         "Emsy"           "Dgat2"          "Mogat2"        
## [4397] "Map6"           "Arrb1"          "Ppme1"          "C2cd3"         
## [4401] "Ucp2"           "Rab6a"          "Relt"           "P2ry6"         
## [4405] "P2ry2"          "Fchsd2"         "Stard10"        "Pde2a"         
## [4409] "Art2b"          "Clpb"           "Lamtor1"        "Lrrc51"        
## [4413] "Rnf121"         "Pgap2"          "Trim21"         "Trim5"         
## [4417] "Trim12c"        "Trim30b"        "Trim30c"        "Trim30a"       
## [4421] "Apbb1"          "Trim3"          "Gvin-ps3"       "Gvin-ps5"      
## [4425] "Ppfibp2"        "Nlrp10"         "Tub"            "Ric3"          
## [4429] "Akip1"          "Tmem9b"         "Dennd5a"        "1600010M07Rik" 
## [4433] "Swap70"         "Sbf2"           "Ampd3"          "Ctr9"          
## [4437] "Eif4g2"         "Galnt18"        "Usp47"          "Dkk3"          
## [4441] "Mical2"         "Btbd10"         "Rras2"          "Copb1"         
## [4445] "Psma1"          "Cyp2r1"         "Calca"          "1110004F10Rik" 
## [4449] "Pik3c2a"        "Nucb2"          "Xylt1"          "Arl6ip1"       
## [4453] "Smg1"           "Itpripl2"       "Rexo5"          "Uqcrc2"        
## [4457] "Eef2k"          "Cdr2"           "Mettl9"         "Gga2"          
## [4461] "Ears2"          "Prkcb"          "Tnrc6a"         "Lcmt1"         
## [4465] "Il4ra"          "Il21r"          "Sbk1"           "Lat"           
## [4469] "Spns1"          "Cd19"           "Sh2b1"          "Cln3"          
## [4473] "Apobr"          "Il27"           "Nupr1"          "Sgf29"         
## [4477] "Ino80e"         "Hirip3"         "Cdipt"          "Prrt2"         
## [4481] "Cd2bp2"         "Septin1"        "Itgal"          "Zfp768"        
## [4485] "Zfp747"         "Zfp764"         "Zfp629"         "Fbxl19"        
## [4489] "Hsd3b7"         "Vkorc1"         "Prss36"         "Itgam"         
## [4493] "9130023H24Rik"  "Rgs10"          "Inpp5f"         "Sec23ip"       
## [4497] "Tacc2"          "Dmbt1"          "Pstk"           "Chst15"        
## [4501] "Oat"            "Lhpp"           "Eef1akmt2"      "Ctbp2"         
## [4505] "Uros"           "Dock1"          "5830432E09Rik"  "9430038I01Rik" 
## [4509] "Mapk1ip1"       "Stk32c"         "Inpp5a"         "Adam8"         
## [4513] "Fuom"           "Paox"           "Sirt3"          "Ifitm2"        
## [4517] "Ifitm1"         "Ifitm3"         "Ifitm6"         "B4galnt4"      
## [4521] "Irf7"           "Cd151"          "Chid1"          "Mob2"          
## [4525] "Dusp8"          "Ctsd"           "Tnni2"          "Prr33"         
## [4529] "Mrpl23"         "Tspan32"        "Cd81"           "Cdkn1c"        
## [4533] "Tnfrsf26"       "Tnfrsf22"       "Tnfrsf23"       "Osbpl5"        
## [4537] "Mrgpre"         "Ccnd1"          "Insr"           "Arhgef18"      
## [4541] "Pex11g"         "Tex45"          "Camsap3"        "Mcemp1"        
## [4545] "Fcor"           "Evi5l"          "Prr36"          "Cers4"         
## [4549] "Efnb2"          "Myo16"          "Irs2"           "Mcf2l"         
## [4553] "Pcid2"          "Lamp1"          "Grtp1"          "Dcun1d2"       
## [4557] "Tmco3"          "Tfdp1"          "1700029H14Rik"  "Rasa3"         
## [4561] "Fbxo25"         "Tdrp"           "Cln8"           "Kbtbd11"       
## [4565] "Myom2"          "Mcph1"          "Agpat5"         "Gm17491"       
## [4569] "Ikbkb"          "Plat"           "Ap3m2"          "Kat6a"         
## [4573] "Golga7"         "Ido2"           "Ido1"           "Plekha2"       
## [4577] "Tacc1"          "Fgfr1"          "Letm2"          "Bag4"          
## [4581] "Kcnu1"          "Hgsnat"         "Pomk"           "Fnta"          
## [4585] "Rab11fip1"      "Eif4ebp1"       "Dusp26"         "Fut10"         
## [4589] "Nrg1"           "Gm3985"         "Ubxn8"          "Rbpms"         
## [4593] "Dctn6"          "Mboat4"         "Leprotl1"       "Ppp1r3b"       
## [4597] "Rps12-ps24"     "Prag1"          "Lonrf1"         "Msr1"          
## [4601] "Cnot7"          "Slc7a2"         "Mtus1"          "Fam149a"       
## [4605] "Tlr3"           "Sorbs2"         "1700029J07Rik"  "Ankrd37"       
## [4609] "Snx25"          "Acsl1"          "Casp3"          "Irf2"          
## [4613] "Enpp6"          "Stox2"          "Rwdd4a"         "Ing2"          
## [4617] "Wwc2"           "Dctd"           "Vegfc"          "Fbxo8"         
## [4621] "Scrg1"          "Sap30"          "Hmgb2"          "Hpf1"          
## [4625] "Klhl2"          "Marchf1"        "Gm15354"        "Naf1"          
## [4629] "Csgalnact1"     "Lpl"            "Zfp963"         "Zfp866"        
## [4633] "Tmem161a"       "Upf1"           "Comp"           "Ssbp4"         
## [4637] "Lrrc25"         "Gdf15"          "Ifi30"          "Pik3r2"        
## [4641] "Il12rb1"        "Arrdc2"         "Nxnl1"          "Slc27a1"       
## [4645] "Niban3"         "Jak3"           "Insl3"          "Zfp882"        
## [4649] "Klf2"           "Calr3"          "1700030K09Rik"  "Slc35e1"       
## [4653] "Tom1"           "Rasd2"          "Arhgap10"       "0610038B21Rik" 
## [4657] "Gm2225"         "Zfp827"         "Otud4"          "Smarca5"       
## [4661] "Gab1"           "Usp38"          "Inpp4b"         "Il15"          
## [4665] "Rnf150"         "Tbc1d9"         "Clgn"           "Adgre5"        
## [4669] "Adgrl1"         "Gm10644"        "Prkaca"         "Palm3"         
## [4673] "Il27ra"         "C330011M18Rik"  "Dcaf15"         "Podnl1"        
## [4677] "Mir27a"         "Ier2"           "Nacc1"          "Trmt1"         
## [4681] "Lyl1"           "Nfix"           "G430095P16Rik"  "Rad23a"        
## [4685] "Gcdh"           "Klf1"           "A230103J11Rik"  "Fbxw9"         
## [4689] "Wdr83os"        "4921524J17Rik"  "Gpt2"           "Dnaja2"        
## [4693] "Itfg1"          "Lonp2"          "Tent4b"         "Adcy7"         
## [4697] "Nod2"           "Cyld"           "Rbl2"           "Fto"           
## [4701] "Lpcat2"         "Capns2"         "Gnao1"          "Amfr"          
## [4705] "Ogfod1"         "Bbs2"           "Mt1"            "Herpud1"       
## [4709] "9330175E14Rik"  "Nlrc5"          "Cpne2"          "Rspry1"        
## [4713] "Pllp"           "Ciapin1"        "Ccdc102a"       "Adgrg1"        
## [4717] "Adgrg3"         "Kifc3"          "Cnot1"          "4930513N10Rik" 
## [4721] "Got2"           "Impdh2-ps"      "Cdh5"           "Dync1li2"      
## [4725] "Ces2c"          "Ces2d-ps"       "Ces2g"          "Cbfb"          
## [4729] "E2f4"           "Plekhg4"        "Tppp3"          "Zdhhc1"        
## [4733] "Ctcf"           "Ranbp10"        "Slc12a4"        "Dpep2"         
## [4737] "Ddx28"          "Dus2"           "Esrp2"          "Pla2g15"       
## [4741] "Prmt7"          "Cdh1"           "Sntb2"          "Nfat5"         
## [4745] "Txnl4b"         "Hp"             "Ap1g1"          "Cmtr2"         
## [4749] "St3gal2"        "Pdpr"           "Mlkl"           "Wdr59"         
## [4753] "Gabarapl2"      "Adat1"          "Kars"           "Terf2ip"       
## [4757] "Mon1b"          "Vat1l"          "Maf"            "Cdyl2"         
## [4761] "Bco1"           "Cmip"           "Plcg2"          "Mphosph6"      
## [4765] "Slc38a8"        "Hsdl1"          "Taf1c"          "Rps13-ps4"     
## [4769] "Cotl1"          "Crispld2"       "6430548M08Rik"  "Gse1"          
## [4773] "Irf8"           "Klhdc4"         "Zfpm1"          "Zc3h18"        
## [4777] "Cyba"           "9330133O14Rik"  "Snai3"          "Rnf166"        
## [4781] "Cbfa2t3"        "A530010L16Rik"  "Ankrd11"        "Cpne7"         
## [4785] "Tubb3"          "Rhou"           "Gm4342"         "Capn9"         
## [4789] "2310022B05Rik"  "Ttc13"          "Arv1"           "Fam89a"        
## [4793] "Irf2bp2"        "A630001O12Rik"  "Pard3"          "Nrp1"          
## [4797] "Msantd4"        "Casp1"          "Casp12"         "Mmp8"          
## [4801] "Birc3"          "Yap1"           "Ccdc82"         "Phxr4"         
## [4805] "Cep57"          "Cwc15"          "Fut4"           "1700012B09Rik" 
## [4809] "Mre11a"         "Izumo1r"        "Panx1"          "Slc36a4"       
## [4813] "Naalad2"        "Ubl5"           "Col5a3"         "Shfl"          
## [4817] "Ppan"           "S1pr2"          "Mrpl4"          "Icam1"         
## [4821] "Icam5"          "Cdc37"          "Keap1"          "S1pr5"         
## [4825] "Cdkn2d"         "Qtrt1"          "Tmed1"          "Ldlr"          
## [4829] "Kank2"          "Rab3d"          "Tmem205"        "Ccdc159"       
## [4833] "Plppr2"         "Prkcsh"         "Zfp810"         "Bbs9"          
## [4837] "Herpud2"        "Septin7"        "Vps26b"         "Jam3"          
## [4841] "Snx19"          "St14"           "Aplp2"          "Arhgap32"      
## [4845] "Fli1"           "Ets1"           "Gm10698"        "St3gal4"       
## [4849] "Tirap"          "Srpr"           "Hyls1"          "Ei24"          
## [4853] "Zfp202"         "Scn3b"          "Snord14d"       "Snord14e"      
## [4857] "Crtam"          "Ubash3b"        "1700063D05Rik"  "Tbcel"         
## [4861] "Grik4"          "Arhgef12"       "Oaf"            "Thy1"          
## [4865] "Usp2"           "Rnf26"          "Rps25"          "Gm10023"       
## [4869] "Cxcr5"          "Phldb1"         "Arcn1"          "Ift46"         
## [4873] "Kmt2a"          "Cd3g"           "Cd3d"           "Cd3e"          
## [4877] "Mpzl3"          "Jaml"           "Scn2b"          "Scn4b"         
## [4881] "Il10ra"         "Rnf214"         "Pcsk7"          "Pafah1b2"      
## [4885] "Zpr1"           "Nxpe2"          "Nxpe4"          "Zbtb16"        
## [4889] "Usp28"          "Ncam1"          "Pts"            "Bco2"          
## [4893] "Il18"           "Dlat"           "Hspb2"          "Cryab"         
## [4897] "Fdxacb1"        "Layn"           "Pou2af1"        "Pou2af2"       
## [4901] "Rdx"            "Zc3h12c"        "Npat"           "Rab39"         
## [4905] "Slc35f2"        "Dmxl2"          "Idh3a"          "Psma4"         
## [4909] "Pstpip1"        "Peak1"          "Ptpn9"          "Gm10658"       
## [4913] "1700017B05Rik"  "Scamp2"         "Ulk3"           "Csk"           
## [4917] "Edc3"           "Sema7a"         "Stoml1"         "Cd276"         
## [4921] "Adpgk"          "Gm20199"        "Hexa"           "Pkm"           
## [4925] "Gm20275"        "Uaca"           "Paqr5"          "Glce"          
## [4929] "Smad3"          "Megf11"         "Dennd4a"        "Hacd3"         
## [4933] "Dpp8"           "Parp16"         "Plekho2"        "Zfp609"        
## [4937] "Trip4"          "Csnk1g1"        "Ppib"           "Dapk2"         
## [4941] "Herc1"          "Usp3"           "Car12"          "Aph1c"         
## [4945] "Rab8b"          "Gm19279"        "Lactb"          "Tln2"          
## [4949] "C2cd4a"         "Myo1e"          "Sltm"           "Mindy2"        
## [4953] "Adam10"         "Lipc"           "Aqp9"           "Myzap"         
## [4957] "Mns1"           "Tex9"           "Rfx7"           "Nedd4"         
## [4961] "Rab27a"         "Khdc3"          "Gnb5"           "Mapk6"         
## [4965] "Tmod2"          "Fbxo9"          "Ddx43"          "Slc17a5"       
## [4969] "Cd109"          "Tmem30a"        "Filip1"         "Myo6"          
## [4973] "Irak1bp1"       "Phip"           "Hmgn3"          "Elovl4"        
## [4977] "Ube2cbp"        "Nt5e"           "Snhg5"          "Bcl2a1d"       
## [4981] "Ctsh"           "Morf4l1"        "Tbc1d2b"        "Gm5620"        
## [4985] "Plscr1"         "Plscr4"         "Plod2"          "Dipk2a"        
## [4989] "Chst2"          "U2surp"         "Pcolce2"        "Xrn1"          
## [4993] "Gk5"            "Atp1b3"         "Zbtb38"         "C430002N11Rik" 
## [4997] "Spsb4"          "Copb2"          "Faim"           "Il20rb"        
## [5001] "Amotl2"         "Ryk"            "5830418P13Rik"  "Nphp3"         
## [5005] "Acad11"         "Acpp"           "Cpne4"          "Nudt16"        
## [5009] "Gm5621"         "Tlr9"           "Alas1"          "Dusp7"         
## [5013] "Rad54l2"        "Dcaf1"          "Cish"           "Ifrd2"         
## [5017] "Gnai2"          "Mst1r"          "Uba7"           "Inka1"         
## [5021] "Bsn"            "Dag1"           "Nicn1"          "Amt"           
## [5025] "Rhoa"           "Gpx1"           "Impdh2"         "Dalrd3"        
## [5029] "Wdr6"           "Arih2"          "Slc25a20"       "Prkar2a"       
## [5033] "Nckipsd"        "Celsr3"         "Pfkfb4"         "Nme6"          
## [5037] "Camp"           "Cdc25a"         "Smarcc1"        "Ngp"           
## [5041] "Kif9"           "Ltf"            "Ccrl2"          "Pdcd6ip"       
## [5045] "Fbxl2"          "Dync1li1"       "Cmtm6"          "Gpd1l"         
## [5049] "Azi2"           "Cmc1"           "Eomes"          "Golga4"        
## [5053] "Itga9"          "Ctdspl"         "Vill"           "Plcd1"         
## [5057] "Dlec1"          "Slc22a13b"      "Xylb"           "Ttc21a"        
## [5061] "Cx3cr1"         "Ccr8"           "Vipr1"          "Ss18l2"        
## [5065] "Nktr"           "Ackr2"          "1700048O20Rik"  "Ano10"         
## [5069] "Abhd5"          "A730085K08Rik"  "Zdhhc3"         "Sacm1l"        
## [5073] "Ccr9"           "Fyco1"          "Xcr1"           "Ccr1"          
## [5077] "Ccr5"           "Ppp2r3d"        "mt-Rnr1"        "mt-Rnr2"       
## [5081] "Ppp1r3f"        "Foxp3"          "Gata1"          "Was"           
## [5085] "Wdr13"          "Rbm3"           "Slc38a5"        "Cybb"          
## [5089] "Dynlt3"         "Bcor"           "1810030O07Rik"  "Med14"         
## [5093] "Cask"           "Gpr34"          "Maoa"           "Fundc1"        
## [5097] "Chst7"          "Slc9a7"         "Uba1"           "Cfp"           
## [5101] "Gm2223"         "Il13ra1"        "Lonrf3"         "Steep1"        
## [5105] "Nkrf"           "Gm15008"        "Nkap"           "Lamp2"         
## [5109] "Gria3"          "Thoc2"          "Xiap"           "Stag2"         
## [5113] "Sh2d1a"         "Sash3"          "Elf4"           "Aifm1"         
## [5117] "Rbmx2"          "Stk26"          "Frmd7"          "Rap2c"         
## [5121] "Gm14586"        "Hprt"           "Fam122b"        "Mospd1"        
## [5125] "Rtl8a"          "Rtl8b"          "Zfp36l3"        "Xlr"           
## [5129] "3830403N18Rik"  "Smim10l2a"      "Ints6l"         "Map7d3"        
## [5133] "Cd40lg"         "Arhgef6"        "Rbmx"           "Fgf13"         
## [5137] "Fmr1"           "Styx-ps"        "Ids"            "Mtm1"          
## [5141] "Mtmr1"          "Hmgb3"          "Cetn2"          "Xlr3a"         
## [5145] "Xlr3c"          "Srpk3"          "Pdzd4"          "Avpr2"         
## [5149] "Arhgap4"        "Renbp"          "Hcfc1"          "Emd"           
## [5153] "Rpl10"          "Snora70"        "Dnase1l1"       "Plxna3"        
## [5157] "G6pdx"          "Fundc2"         "Vbp1"           "Pls3"          
## [5161] "Prkx"           "Prrg1"          "Dmd"            "Maged1"        
## [5165] "Zc4h2"          "Msn"            "F630028O10Rik"  "Ophn1"         
## [5169] "Stard8"         "Pja1"           "Pdzd11"         "Dlg3"          
## [5173] "Gm614"          "Nlgn3"          "Zmym3"          "Nono"          
## [5177] "Taf1"           "Cxcr3"          "Nhsl2"          "Rtl5"          
## [5181] "Hdac8"          "Phka1"          "Xist"           "Abcb7"         
## [5185] "Magee1"         "Atrx"           "Tlr13"          "Taf9b"         
## [5189] "Cysltr1"        "Gpr174"         "Itm2a"          "Brwd3"         
## [5193] "Sh3bgrl"        "Gm6377"         "Chm"            "Cstf2"         
## [5197] "Xkrx"           "Trmt2b"         "Btk"            "Gla"           
## [5201] "Armcx2"         "Zmat1"          "Tcp11x2"        "Bhlhb9"        
## [5205] "Bex2"           "Tceal8"         "Plp1"           "Fam199x"       
## [5209] "Rnf128"         "Tbc1d8b"        "Mid2"           "Tex13b"        
## [5213] "Psmd10"         "Atg4a"          "Acsl4"          "Ammecr1"       
## [5217] "Amot"           "Gm5946"         "Alas2"          "Apex2"         
## [5221] "Maged2"         "Gnl3l"          "Fgd1"           "Phf8"          
## [5225] "Huwe1"          "Iqsec2"         "Kantr"          "Ubqln2"        
## [5229] "Spin2c"         "Sat1"           "Acot9"          "Prdx4"         
## [5233] "Gm6568"         "Mbtps2"         "Bclaf3"         "Sh3kbp1"       
## [5237] "Rbbp7"          "Syap1"          "Zrsr2"          "Bmx"           
## [5241] "Pir"            "Gpm6b"          "Ofd1"           "Trappc2"       
## [5245] "Gm8817"         "Tlr8"           "Tlr7"           "Arhgap6"       
## [5249] "Hccs"           "Mid1"           "G530011O06Rik"  "Erdr1"         
## [5253] "Vcpip1"         "Cspp1"          "Ncoa2"          "Sbspon"        
## [5257] "Tram2"          "Phf3"           "Ptp4a1"         "Semp2l1"       
## [5261] "Prim2"          "Ptpn18"         "Zap70"          "Il18rap"       
## [5265] "Ecrg4"          "Tpp2"           "Mettl21c"       "Bivm"          
## [5269] "Ercc5"          "Col3a1"         "Gm5526"         "Myo1b"         
## [5273] "Pms1"           "Gtf3c3"         "Sf3b1"          "Sgo2a"         
## [5277] "Hycc2"          "Trak2"          "Snord70"        "Ica1l"         
## [5281] "Carf"           "Nbeal1"         "Cyp20a1"        "Gm11579"       
## [5285] "Gm20342"        "Ndufs1"         "Klf7"           "Creb1"         
## [5289] "Fzd5"           "Rpe"            "Usp37"          "Wnt10a"        
## [5293] "Obsl1"          "Serpine2"       "Cul3"           "Gm19537"       
## [5297] "A630001G21Rik"  "Armc9"          "Atg16l1"        "Dgkd"          
## [5301] "Usp40"          "Per2"           "Pask"           "Ing5"          
## [5305] "St8sia4"        "Ppip5k2"        "Gin1"           "Relch"         
## [5309] "3110009E18Rik"  "Insig2"         "Zranb3"         "Lct"           
## [5313] "Mapkapk2"       "Rassf5"         "Fam72a"         "Slc41a1"       
## [5317] "Rab29"          "Lax1"           "Chit1"          "Adipor1"       
## [5321] "Klhl12"         "Timm17a"        "Shisa4"         "Tmem9"         
## [5325] "Kif21b"         "Kif14"          "Zfp281"         "Gm19705"       
## [5329] "Zbtb41"         "Aspm"           "Ro60"           "Gm15583"       
## [5333] "Rbm3-ps"        "Odr4"           "Arpc5"          "Shcbp1l"       
## [5337] "Rgs8"           "Xpr1"           "Acbd6"          "Qsox1"         
## [5341] "Cep350"         "Rabgap1l"       "Serpinc1"       "Eef1aknmt"     
## [5345] "Gorab"          "Sele"           "Slc19a2"        "Blzf1"         
## [5349] "Nuf2"           "Cfap126"        "Ufc1"           "Usf1"          
## [5353] "Cd244a"         "Slamf1"         "Kcnj10"         "Ifi214"        
## [5357] "Ifi209"         "Chml"           "Exo1"           "Gm9982"        
## [5361] "Cnst"           "Ahctf1"         "Psen2"          "Stum"          
## [5365] "Acbd3"          "Sde2"           "Nvl"            "Disp1"         
## [5369] "Taf1a"          "Cenpf"          "Angel2"         "Gm20201"       
## [5373] "Ints7"          "Nek2"           "Rd3"            "Traf5"         
## [5377] "A130010J15Rik"  "Fbxo5"          "Sf3b5"          "Cited2"        
## [5381] "Txlnb"          "Ect2l"          "Map3k5"         "Mtfr2"         
## [5385] "Gm10825"        "Arg1"           "Epb41l2"        "Gm20300"       
## [5389] "Hint3"          "Tspyl4"         "Fig4"           "Snx3"          
## [5393] "Cep85l"         "Hsf2"           "Septin10"       "Micu1"         
## [5397] "Cdh23"          "Vsir"           "Dna2"           "Sirt1"         
## [5401] "Jmjd1c"         "Cdk1"           "Cisd1"          "Adora2a"       
## [5405] "Upb1"           "Cabin1"         "Ddt"            "Smarcb1"       
## [5409] "Pcbp3"          "Slc19a1"        "Pofut2"         "Fam207a"       
## [5413] "Pttg1ip"        "Ube2g2"         "Tspear"         "Gatd3a"        
## [5417] "Cstb"           "Ilvbl"          "Tpgs1"          "Bsg"           
## [5421] "Rnf126"         "Plppr3"         "Gpx4"           "Stk11"         
## [5425] "Atp5d"          "Midn"           "Ndufs7"         "Apc2"          
## [5429] "2310011J03Rik"  "Mbd3"           "Abhd17a"        "Csnk1g2"       
## [5433] "Btbd2"          "Mknk2"          "Izumo4"         "Plekhj1"       
## [5437] "Amh"            "Oaz1"           "Sgta"           "Map2k2"        
## [5441] "Eef2"           "Nmrk2"          "Zfr2"           "Mrpl54"        
## [5445] "Hmg20b"         "Gna11"          "Tle2"           "Zfp433"        
## [5449] "Zfp873"         "1190007I07Rik"  "Hcfc2"          "Washc4"        
## [5453] "Appl2"          "Tcp11l2"        "Polr3b"         "Rtcb"          
## [5457] "Parpbp"         "Washc3"         "Utp20"          "Gas2l3"        
## [5461] "Tmpo"           "Elk3"           "Hal"            "Snrpf"         
## [5465] "Ndufa12"        "Galnt4"         "Dusp6"          "Tmtc3"         
## [5469] "Bbs10"          "Glipr1"         "Thap2"          "Ctdsp2"        
## [5473] "B4galnt1"       "Slc26a10"       "Dctn2"          "Mbd6"          
## [5477] "Gli1"           "Gpr182"         "Naca"           "Atp5b"         
## [5481] "Apof"           "Coq10a"         "Erbb3"          "Dnajc14"       
## [5485] "Ormdl2"         "Sarnp"          "Bloc1s1"        "Patz1"         
## [5489] "Gm11944"        "Morc2a"         "4930556J24Rik"  "Sec14l2"       
## [5493] "Sf3a1"          "Uqcr10"         "Zmat5"          "Gas2l1"        
## [5497] "Kremen1"        "Tmed4"          "Ppia"           "H2az2"         
## [5501] "Egfr"           "Plek"           "Slc1a4"         "Otx1"          
## [5505] "Ehbp1"          "Tmem17"         "Commd1"         "Xpo1"          
## [5509] "Sptbn1"         "Mpg"            "Hba-a1"         "Hba-a2"        
## [5513] "Dock2"          "Spdl1"          "Mat2b"          "Hmmr"          
## [5517] "Ttc1"           "Ublcp1"         "Gm12185"        "9930111J21Rik1"
## [5521] "Tgtp1"          "Btnl9"          "Mrnip"          "Sqstm1"        
## [5525] "Rmnd5b"         "Uqcrq"          "Gdf9"           "Slc22a21"      
## [5529] "Atox1"          "Sap30l"         "Sh3bp5l"        "2810021J22Rik" 
## [5533] "Zfp39"          "Rnf187"         "H2bc27"         "Zkscan17"      
## [5537] "Drg2"           "Alkbh5"         "Top3a"          "Dhrs7b"        
## [5541] "Usp22"          "Cenpv"          "Ubb"            "2410006H16Rik" 
## [5545] "Hs3st3b1"       "Glp2r"          "Pik3r5"         "Myh10"         
## [5549] "Ndel1"          "Aurkb"          "Borcs6"         "Hes7"          
## [5553] "Kcnab3"         "Naa38"          "Fxr2"           "Mpdu1"         
## [5557] "Tnfsf12"        "Polr2a"         "Tmem256"        "Kctd11"        
## [5561] "2810408A11Rik"  "Neurl4"         "Phf23"          "Arrb2"         
## [5565] "Tm4sf5"         "Psmb6"          "Spag7"          "Nlrp1b"        
## [5569] "Pimreg"         "Txndc17"        "Tax1bp3"        "Tsr1"          
## [5573] "Hic1"           "Rtn4rl1"        "Serpinf2"       "Wdr81"         
## [5577] "Tlcd2"          "Vps53"          "Git1"           "Sdf2"          
## [5581] "Spag5"          "Aldoc"          "Tmem199"        "Lyrm9"         
## [5585] "Rnf135"         "Psmd11"         "Rad51d"         "Slfn9"         
## [5589] "Slfn1"          "Slfn3"          "Ccl9"           "Dusp14"        
## [5593] "Myo19"          "Usp32"          "Brip1"          "Vmp1"          
## [5597] "Prr11"          "Ppm1e"          "Tex14"          "1110028F11Rik" 
## [5601] "Supt4a"         "Dynll2"         "Mrps23"         "Nme1"          
## [5605] "Wfikkn2"        "Xylt2"          "Snf8"           "Nfe2l1"        
## [5609] "Pnpo"           "Scrn2"          "Epop"           "Cisd3"         
## [5613] "Psmb3"          "1700001P01Rik"  "Rpl19"          "Stard3"        
## [5617] "Mien1"          "Psmd3"          "Top2a"          "Smarce1"       
## [5621] "Krt222"         "Krtap4-16"      "Eif1"           "Hap1"          
## [5625] "Kat2a"          "Stat5b"         "Cntnap1"        "Aoc2"          
## [5629] "Aarsd1"         "Rpl27"          "Ifi35"          "Hrob"          
## [5633] "Tmub2"          "Atxn7l3"        "Slc25a39"       "Kif18b"        
## [5637] "Nmt1"           "Acbd4"          "Fmnl1"          "Map3k14"       
## [5641] "Gosr2"          "Nsf"            "Itgb3"          "Kpna2"         
## [5645] "Rps12-ps26"     "Prkca"          "9930022D16Rik"  "Cog1"          
## [5649] "D11Wsu47e"      "Cdr2l"          "Mrpl58"         "Atp5h"         
## [5653] "Nt5c"           "Jpt1"           "Nup85"          "Mif4gd"        
## [5657] "Sap30bp"        "Wbp2"           "Acox1"          "Ten1"          
## [5661] "Exoc7"          "St6galnac2"     "Mettl23"        "Tmc6"          
## [5665] "Syngr2"         "Socs3"          "Gm10099"        "Usp36"         
## [5669] "Cant1"          "Cbx8"           "Tbc1d16"        "Card14"        
## [5673] "Chmp6"          "Ndufaf8"        "0610009L18Rik"  "Nploc4"        
## [5677] "Mrpl12"         "Mcrip1"         "Mafg"           "Aspscr1"       
## [5681] "Dcxr"           "Rfng"           "Gps1"           "Slc16a3"       
## [5685] "Csnk1d"         "Narf"           "Foxk2"          "Tbcd"          
## [5689] "Kif3c"          "Atad2b"         "Gen1"           "E2f6"          
## [5693] "Hpcal1"         "Bnip3l-ps"      "Itgb1bp1"       "Klf11"         
## [5697] "Eipr1"          "Gdap10"         "F730043M19Rik"  "Atxn7l1"       
## [5701] "Agr3"           "Dnajb9"         "Eapp"           "Gm2436"        
## [5705] "Gm2446"         "Prorp"          "Psma6"          "Fbxo33"        
## [5709] "Mis18bp1"       "Arf6"           "Vcpkmt"         "Dhrs7"         
## [5713] "Mnat1"          "Trmt5"          "Slc38a6"        "Wdr89"         
## [5717] "Syne2"          "Akap5"          "Max"            "Rdh11"         
## [5721] "Exd2"           "Susd6"          "Gm4787"         "Adam4"         
## [5725] "Pcnx"           "Acot1"          "Mideas"         "Lin52"         
## [5729] "Mlh3"           "Zc2hc1c"        "Fos"            "Noxred1"       
## [5733] "Snw1"           "Gtf2a1"         "Psmc1"          "Gm10432"       
## [5737] "Gpr68"          "Ifi27"          "Serpina3f"      "Coa8"          
## [5741] "Klc1"           "Adssl1"         "Siva1"          "Akt1"          
## [5745] "Gpr132"         "Pacs2"          "Rapgef5"        "Ryr2"          
## [5749] "Heatr1"         "Mrpl32"         "Mplkip"         "Rala"          
## [5753] "Trgj2"          "Trim27"         "Zscan26"        "Zkscan8"       
## [5757] "H4c11"          "H4c12"          "H2bc12"         "C230035I16Rik" 
## [5761] "H4c8"           "H2ac7"          "H2ac6"          "H2ac4"         
## [5765] "H4c1"           "Armh2"          "Acot13"         "Irf4"          
## [5769] "Nqo2"           "Psmg4"          "Slc22a23"       "Ppp1r3g"       
## [5773] "Cage1"          "Bloc1s5"        "Tmem14c"        "Jarid2"        
## [5777] "Dtnbp1"         "Mylip"          "Nhlrc1"         "Fgd3"          
## [5781] "Sfxn1"          "Higd2a"         "Cltb"           "Lman2"         
## [5785] "B4galt7"        "Caml"           "Idnk"           "Ubqln1"        
## [5789] "Golm1"          "Ctla2a"         "Zfp934"         "Ercc6l2"       
## [5793] "Cbx3-ps5"       "Uqcrb"          "Zfp712"         "Zfp759"        
## [5797] "Rsl1"           "Zfp455"         "Zfp456"         "Zfp874a"       
## [5801] "Zfp58"          "Zfp87"          "Zfp748"         "Zfp729b"       
## [5805] "Zfp738"         "Zfp65"          "Zfp85"          "Zfp493"        
## [5809] "Zfp273"         "Med10"          "Ndufs6"         "Sdha"          
## [5813] "Cox7c"          "Tmem167"        "Rps23"          "Msh3"          
## [5817] "A630019I02Rik"  "Tbca"           "Pde8b"          "Iqgap2"        
## [5821] "Nsa2"           "Utp15"          "Btf3"           "Marveld2"      
## [5825] "Ccnb1"          "Gm10257"        "Mast4"          "Nln"           
## [5829] "Rnf180"         "Depdc1b"        "Ndufs4"         "Itga2"         
## [5833] "Nnt"            "Paip1"          "Gm2897"         "3830406C13Rik" 
## [5837] "Il3ra"          "Ube2e1"         "Rtraf"          "Mrps16"        
## [5841] "Anxa7"          "Ndst2"          "Samd8"          "Vdac2"         
## [5845] "Tmem254"        "Cphx1"          "Dennd6a"        "Arf4"          
## [5849] "Dnah12"         "Selenok"        "Nek4"           "Spcs1"         
## [5853] "Glt8d1"         "Snord19"        "Timm23"         "Tspan14"       
## [5857] "Gm8094"         "Cnih1"          "Gch1"           "Atg14"         
## [5861] "Parp2"          "Slc39a2"        "Zfp219"         "Tox4"          
## [5865] "Trav9-4"        "Trav13-4-dv7"   "Trav14-3"       "Traj39"        
## [5869] "Dad1"           "Abhd4"          "Oxa1l"          "Mrpl52"        
## [5873] "Lrp10"          "Psmb5"          "Zfhx2"          "Psme2"         
## [5877] "Irf9"           "Mdp1"           "Nedd8"          "Dhrs1"         
## [5881] "Cma1"           "Zmym5"          "2410022M11Rik"  "Gjb2"          
## [5885] "Sap18"          "Ska3"           "Mrpl57"         "Ebpl"          
## [5889] "Pbk"            "Esco2"          "Clu"            "Chrna2"        
## [5893] "Dpysl2"         "Bnip3l"         "Cdca2"          "Entpd4b"       
## [5897] "R3hcc1"         "Tnfrsf10b"      "Bin3"           "Reep4"         
## [5901] "Nudt18"         "Dok2"           "Fndc3a"         "Rcbtb2"        
## [5905] "Esd"            "Lrrc63"         "Tnfsf11"        "Kbtbd7"        
## [5909] "Kbtbd6"         "Sugt1"          "Bora"           "Klf12"         
## [5913] "Commd6"         "Mir19a"         "Abcc4"          "Uggt2"         
## [5917] "Pcca"           "5430437J10Rik"  "Slc1a3"         "Pdzd2"         
## [5921] "Myo10"          "Zfp622"         "Cmbl"           "Sdc2"          
## [5925] "Cox6c"          "Zfp706"         "Atp6v1c1"       "Emc2"          
## [5929] "Pkhd1l1"        "Eif3h"          "Sntb1"          "Trmt12"        
## [5933] "Ndufb9"         "Trib1"          "Lratd2"         "St3gal1"       
## [5937] "Trappc9"        "Ndufb4c"        "Them6"          "Scrib"         
## [5941] "Puf60"          "Plec"           "Exosc4"         "Scrt1"         
## [5945] "Cpsf1"          "Vps28"          "Zfp7"           "Zfp647"        
## [5949] "Txn2"           "Eif3d"          "Gm17638"        "Ift27"         
## [5953] "Kctd17"         "Cyth4"          "Mfng"           "Pdxp"          
## [5957] "Micall1"        "Tomm22"         "Gtpbp1"         "Sun2"          
## [5961] "Cbx6"           "Pdgfb"          "Snord43"        "Rps19bp1"      
## [5965] "Slc25a17"       "St13"           "Rangap1"        "Aco2"          
## [5969] "Pmm1"           "Smdt1"          "Ndufa6"         "Gm20324"       
## [5973] "Rrp7a"          "Poldip3"        "Arfgap3"        "Tspo"          
## [5977] "Samm50"         "Smc1b"          "Cdpf1"          "Ttc38"         
## [5981] "Gtse1"          "Tbc1d22a"       "Zbed4"          "Trabd"         
## [5985] "Tubgcp6"        "Shank3"         "Adamts20"       "Irak4"         
## [5989] "E330033B04Rik"  "Troap"          "Spats2"         "Gpd1"          
## [5993] "Cox14"          "I730030J21Rik"  "Eif4b"          "Tns2"          
## [5997] "Spryd3"         "Soat2"          "Espl1"          "Pfdn5"         
## [6001] "Prr13"          "Atp5g2"         "Hnrnpa1"        "Copz1"         
## [6005] "Zfp597"         "Slx4"           "Pam16"          "Hmox2"         
## [6009] "4930562C15Rik"  "Gm10914"        "Gm16861"        "Nudt16l1"      
## [6013] "Pmm2"           "Tnp2"           "Pphln1-ps1"     "Ifitm7"        
## [6017] "Nde1"           "Cep20"          "Ppil2"          "Ube2l3"        
## [6021] "Ccdc74a"        "Med15"          "Slc25a1"        "Dgcr6"         
## [6025] "Mrpl40"         "Parl"           "Gm16618"        "Ap2m1"         
## [6029] "Gm15760"        "Camk2n2"        "Psmd2"          "Tbccd1"        
## [6033] "Snord2"         "Morf4l1-ps1"    "4632428C04Rik"  "Tfrc"          
## [6037] "Ccdc14"         "Stfa2"          "Polq"           "Ndufb4"        
## [6041] "Lrrc58"         "Popdc2"         "Timmdc1"        "Tmem39a"       
## [6045] "Arhgap31"       "Nepro"          "Gtpbp8"         "Trat1"         
## [6049] "Cip2a"          "Nxpe3"          "Rpl24"          "Zbtb11"        
## [6053] "Trmt10c"        "Impg2"          "Abi3bp"         "Tfg"           
## [6057] "Crybg3"         "Epha3"          "Atp5j"          "Sod1"          
## [6061] "Mis18a"         "Cfap298"        "Gart"           "Cryzl1"        
## [6065] "Atp5o"          "Smim11"         "Ttc3"           "Brwd1"         
## [6069] "Mx2"            "Zbtb21"         "Gm2808"         "Dynlt1c"       
## [6073] "Sytl3"          "Ezr"            "Sft2d1"         "Mas1"          
## [6077] "Pnldc1"         "Mrpl18"         "Psmb1"          "Vmn2r96"       
## [6081] "Zfp160"         "Zfp54"          "Gm10509"        "Zfp213"        
## [6085] "Hcfc1r1"        "Paqr4"          "Flywch1"        "Flywch2"       
## [6089] "Elob"           "Atp6v0c"        "Dnase1l2"       "Caskin1"       
## [6093] "Zfp598"         "Noxo1"          "Ndufb10"        "Spsb3"         
## [6097] "Mrps34"         "Jpt2"           "Cacna1h"        "Haghl"         
## [6101] "Ccdc78"         "Antkmt"         "Wfikkn1"        "Rab40c"        
## [6105] "Decr2"          "Neurl1b"        "Atp6v0e"        "Phf1"          
## [6109] "Cuta"           "Uqcc2"          "Smim29"         "Nudt3"         
## [6113] "Snrpc"          "Fkbp5"          "Lhfpl5"         "Mapk14"        
## [6117] "Kctd20"         "Mtch1"          "Zfand3"         "Ndufv3"        
## [6121] "Pdxk-ps"        "Ephx3"          "Rasal3"         "Zfp799"        
## [6125] "Zfp472"         "Zfp763"         "Zfp563"         "Zfp955a"       
## [6129] "Zfp955b"        "Zfp101"         "Marchf2"        "Daxx"          
## [6133] "H2-K1"          "Psmb9"          "Btnl4"          "Btnl6"         
## [6137] "Rnf5"           "Agpat1"         "Egfl8"          "Vars"          
## [6141] "Msh5"           "Bag6"           "Nfkbil1"        "Atp6v1g2"      
## [6145] "H2-D1"          "2310061I04Rik"  "Gm8801"         "Abcf1"         
## [6149] "Gnl1"           "Trim26"         "Trim15"         "Ppp1r11"       
## [6153] "Aars2"          "Mrpl14"         "Yipf3"          "Cul9"          
## [6157] "Srf"            "Mea1"           "2310039H08Rik"  "Guca1a"        
## [6161] "Oard1"          "Satb1"          "Sgo1"           "Zfp959"        
## [6165] "Sh3gl1"         "Mydgf"          "Dpp9"           "Micos13"       
## [6169] "Ndufa11"        "Prr22"          "Acsbg3"         "Pspn"          
## [6173] "Gtf2f1"         "Vav1"           "Ptprm"          "Ndc80"         
## [6177] "Yipf4"          "Ttc27"          "Cebpz"          "Galm"          
## [6181] "Srsf7"          "Cdkl4"          "Pkdcc"          "Lrpprc"        
## [6185] "Msh6"           "Fbxo11"         "Gm20939"        "4833419F23Rik" 
## [6189] "Arhgap12"       "Ccny"           "Thoc1"          "Osbpl1a"       
## [6193] "Zfp397"         "Zscan30"        "Fhod3"          "Tpgs2"         
## [6197] "Sft2d3"         "Wdr36"          "Brd8dc"         "Brd8"          
## [6201] "Kif20a"         "Cdc25c"         "Egr1"           "Sil1"          
## [6205] "Slc23a1"        "Dnajc18"        "Pfdn1"          "Hbegf"         
## [6209] "Sra1"           "Dele1"          "Gm15337"        "Dpysl3"        
## [6213] "Trim36"         "Commd10"        "Eno1b"          "C330018D20Rik" 
## [6217] "Slc12a2"        "Slc26a2"        "Txnl1"          "Gnal"          
## [6221] "Chmp1b"         "Mc5r"           "Mex3c"          "Ska1"          
## [6225] "Ier3ip1"        "Pias2"          "Epg5"           "Pard6g"        
## [6229] "Socs6"          "Cpt1a"          "Nudt8"          "Gstp1"         
## [6233] "Gstp2"          "Aip"            "Tmem134"        "Coro1b"        
## [6237] "Carns1"         "Tbc1d10c"       "Clcf1"          "Grk2"          
## [6241] "Rbm14"          "Ccs"            "Zdhhc24"        "Bbs1"          
## [6245] "Yif1a"          "Sf3b2"          "Drap1"          "Fosl1"         
## [6249] "Ctsw"           "Rnaseh2c"       "Sipa1"          "Kcnk7"         
## [6253] "Fam89b"         "Frmd8"          "Slc25a45"       "Dpf2"          
## [6257] "Fau"            "Znhit2"         "Ehd1"           "Esrra"         
## [6261] "Gpr137"         "Vegfb"          "Nudt22"         "Macrod1"       
## [6265] "Naa40"          "Zfta"           "Nxf1"           "Polr2g"        
## [6269] "Ubxn1"          "Uqcc3"          "1810009A15Rik"  "B3gat3"        
## [6273] "Mta2"           "Ahnak"          "Best1"          "Fads1"         
## [6277] "Tmem258"        "Sdhaf2"         "Tmem138"        "Mrpl16"        
## [6281] "Fam111a"        "Or5b21"         "Foxd4"          "Ndufb4b"       
## [6285] "Rfx3"           "Insl6"          "Ranbp6"         "Il33"          
## [6289] "Cstf2t"         "Acta2"          "Ifit2"          "Ifit1bl2"      
## [6293] "Ifit1"          "Kif20b"         "Kif11"          "Cep55"         
## [6297] "Noc3l"          "Aldh18a1"       "Cc2d2b"         "Zfp518a"       
## [6301] "Morf4l1b"       "Arhgap19"       "Pgam1"          "Zdhhc16"       
## [6305] "Scd2"           "Scd4"           "Ndufb8"         "Mrpl43"        
## [6309] "Fbxw4"          "Npm3"           "Ldb1"           "Pprc1"         
## [6313] "4833438C02Rik"  "Fbxl15"         "Cuedc2"         "Actr1a"        
## [6317] "Taf5"           "Calhm2"         "Gsto1"          "Add3"          
## [6321] "Mirt1"          "Nutf2-ps1"      "Vti1a"          "Dclre1a"       
## [6325] "Adrb1"          "Rab11fip2"      "Sfxn4"          "Bend7"         
## [6329] "Cdc123"         "Cacnb2"         "Spag6"          "Pip4k2a"       
## [6333] "Gm13375"        "Mastl"          "Psd4"           "Pax8"          
## [6337] "Mrpl41"         "Tor4a"          "Nelfb"          "Uap1l1"        
## [6341] "Edf1"           "Qsox2"          "Gpsm1"          "Dnlz"          
## [6345] "Dipk1b"         "Med22"          "Rexo4"          "Col5a1"        
## [6349] "Tsc1"           "Spaca9"         "Gtf3c4"         "Gm13547"       
## [6353] "Slc27a4"        "Urm1"           "Sptan1"         "Set"           
## [6357] "Zer1"           "Tbc1d13"        "Sh3glb2"        "Dolpp1"        
## [6361] "Ptpa"           "Gm14486"        "Ntmt1"          "Asb6"          
## [6365] "Gpr107"         "Swi5"           "Bbln"           "Pip5kl1"       
## [6369] "St6galnac4"     "Zbtb43"         "Phf19"          "Ggta1"         
## [6373] "Psmb7"          "Acvr2a"         "Arl6ip6"        "Psmd14"        
## [6377] "Tbr1"           "Slc4a10"        "Dpp4"           "Nostrin"       
## [6381] "Fastkd1"        "Atp5g3"         "Ttc30b"         "Ttc30a1"       
## [6385] "Tfpi"           "Selenoh"        "Slc43a3"        "Nup160"        
## [6389] "Rapsn"          "Psmc3"          "Slc39a13"       "A330069E16Rik" 
## [6393] "Cstpp1"         "Atg13"          "Chrm4"          "Mdk"           
## [6397] "Creb3l1"        "Phf21a"         "Mapk8ip1"       "Gm13807"       
## [6401] "Ext2"           "Prr5l"          "Immp1l"         "Gm9342"        
## [6405] "Lpcat4"         "Emc4"           "Emc7"           "Ryr3"          
## [6409] "Arhgap11a"      "Zfp770"         "Eif2ak4"        "Srp14"         
## [6413] "Bub1b"          "Plcb2"          "Inafm2"         "Chst14"        
## [6417] "Ccdc32"         "Knl1"           "Chac1"          "Ino80"         
## [6421] "Nusap1"         "Pla2g4f"        "Serf2"          "Serinc4"       
## [6425] "Hypk"           "Frmd5"          "Spg11"          "Sord"          
## [6429] "Slc28a2b"       "Dut"            "Galk2"          "Ncaph"         
## [6433] "Itpripl1"       "Bub1"           "Tmem87b"        "Chchd5"        
## [6437] "Ckap2l"         "Tgm3"           "Snrpb"          "Snord57"       
## [6441] "Fastkd5"        "Ddrgk1"         "Slc4a11"        "Gm14057"       
## [6445] "1700037H04Rik"  "Cenpb"          "Mavs"           "Slc23a2"       
## [6449] "Gpcpd1"         "Snrpb2"         "Dzank1"         "Polr3f"        
## [6453] "Xrn2"           "Zfp345"         "E130215H24Rik"  "Pygb"          
## [6457] "Abhd12"         "Nsfl1c"         "Sdcbp2"         "Psmf1"         
## [6461] "Tbc1d20"        "Rbck1"          "Ttll9"          "Pdrg1"         
## [6465] "Commd7"         "Raly"           "Eif2s2"         "Dynlrb1"       
## [6469] "Map1lc3a"       "Trp53inp2"      "Romo1"          "Scand1"        
## [6473] "Dlgap4"         "Rab5if"         "Ndrg3"          "Dsn1"          
## [6477] "Manbal"         "Lpin3"          "Srsf6"          "Tomm34"        
## [6481] "Sys1"           "Dbndd2"         "Pigt"           "Dnttip1"       
## [6485] "Acot8"          "Pcif1"          "Slc35c2"        "Cse1l"         
## [6489] "Kcnb1"          "Ptgis"          "Cebpb"          "Fam210b"       
## [6493] "Rtf2"           "Fam209"         "Gnas"           "Prelid3b"      
## [6497] "Gm14295"        "Gm14403"        "Fam217b"        "Psma7"         
## [6501] "Adrm1"          "Ogfr"           "Gid8"           "Helz2"         
## [6505] "Rtel1"          "Zgpat"          "Uckl1"          "Prpf6"         
## [6509] "Hey1"           "Cp"             "Hps3"           "Mecom"         
## [6513] "Actrt3"         "Gpr160"         "Skil"           "Ndufb5"        
## [6517] "Atp11b"         "Zfp267"         "Ccna2"          "Il21"          
## [6521] "Gm5148"         "Larp1b"         "Elf2"           "Rab33b"        
## [6525] "Rfxap"          "Dclk1"          "Arhgef26"       "E130311K13Rik" 
## [6529] "Tiparp"         "Ccnl1"          "Ift80"          "B3galnt1"      
## [6533] "Serpini1"       "Tmem131l"       "Fbxw7"          "Sh3d19"        
## [6537] "Cd5l"           "Naxe"           "Slc25a44"       "Lamtor2"       
## [6541] "Ssr2"           "Msto1"          "Entrep3"        "Gba"           
## [6545] "Mtx1"           "Flad1"          "Pbxip1"         "Slc39a1"       
## [6549] "S100a1"         "S100a13"        "S100a11"        "Mrpl9"         
## [6553] "Psmb4"          "Psmd4"          "Tmod4"          "Mllt11"        
## [6557] "Cdc42se1"       "Arnt"           "Adamtsl4"       "Ciart"         
## [6561] "Sf3b4"          "H2ac19"         "H3c13"          "Lix1l"         
## [6565] "Nudt17"         "Fmo5"           "Notch2"         "Phgdh"         
## [6569] "Tbx15"          "Mab21l3"        "Nras"           "Olfml3"        
## [6573] "Dclre1b"        "Slc16a1"        "Adora3"         "Atp5pb"        
## [6577] "Lrif1"          "A930002I21Rik"  "Lamtor5"        "Psma5"         
## [6581] "Sars"           "Elapor1"        "Tmem167b"       "Gpsm2"         
## [6585] "Amy2a5"         "Amy2a4"         "Amy2a3"         "Amy2a2"        
## [6589] "Extl2"          "Arhgap29"       "Egf"            "Pla2g12a"      
## [6593] "Ostc"           "Cenpe"          "Slc39a8"        "Lamtor3"       
## [6597] "Mttp"           "Trmt10a"        "Gbp3"           "Selenof"       
## [6601] "Clca3a1"        "Odf2l"          "Col24a1"        "Mcoln2"        
## [6605] "Spata1"         "Gng5"           "Ifi44"          "Zzz3"          
## [6609] "Rabggtb"        "Fpgt"           "Zranb2"         "Depdc1a"       
## [6613] "Penk"           "Chd7"           "Rad54b"         "Pdp1"          
## [6617] "Rbm12b1"        "Cibar1"         "Otud6b"         "4930528A17Rik" 
## [6621] "Fbxl4"          "Mdn1"           "Akirin2"        "Topors"        
## [6625] "Ndufb6"         "Bag1"           "Aqp7"           "Ube2r2"        
## [6629] "Ubap1"          "Enho"           "Rpp25l"         "Dctn3"         
## [6633] "Gm20878"        "Gm21953"        "Gm21586"        "Melk"          
## [6637] "Grhpr"          "Zbtb5"          "Trim14"         "Alg2"          
## [6641] "Sec61b"         "Stx17"          "Zfp189"         "Grin3a"        
## [6645] "Nipsnap3b"      "Abca1"          "Rad23b"         "Elp1"          
## [6649] "Abitram"        "Gm12538"        "Txn1"           "Atp6v1g1"      
## [6653] "Dmac1"          "Snapc3"         "Klhl9"          "Tm2d1"         
## [6657] "Pgm1"           "Cachd1"         "Raver2"         "Pde4b"         
## [6661] "Sgip1"          "Plpp3"          "Pcsk9"          "Tmem59"        
## [6665] "Ndc1"           "Ttc39a"         "Spata6"         "Foxd2"         
## [6669] "Stil"           "Uqcrh"          "Akr1a1"         "Prdx1"         
## [6673] "Toe1"           "Eif2b3"         "Ptch2"          "Kif2c"         
## [6677] "St3gal3"        "Elovl1"         "Svbp"           "Cldn19"        
## [6681] "Ybx1"           "Frg2f1"         "Scmh1"          "Nfyc"          
## [6685] "Ndufs5"         "Utp11"          "Mir697"         "1110065P20Rik" 
## [6689] "Rspo1"          "Mrps15"         "Map7d1"         "Trappc3"       
## [6693] "Psmb2"          "Ncdn"           "Zmym1"          "Zscan20"       
## [6697] "Zfp362"         "Ak2"            "Bsdc1"          "Lck"           
## [6701] "Rnu11"          "Taf12"          "Smpdl3b"        "Rpa2"          
## [6705] "Ppp1r8"         "Ahdc1"          "Sytl1"          "Tmem222"       
## [6709] "Pigv"           "Sh3bgrl3"       "Paqr7"          "Rhd"           
## [6713] "Tmem50a"        "Syf2"           "Clic4"          "Fuca1"         
## [6717] "Gale"           "Lypla2"         "Rpl11"          "Zfp46"         
## [6721] "Zbtb40"         "Alpl"           "Ddost"          "Pink1"         
## [6725] "Mul1"           "Micos10"        "Padi6"          "Sdhb"          
## [6729] "Necap2"         "Szrd1"          "Pramel12"       "Mfn2"          
## [6733] "2510039O18Rik"  "Fbxo6"          "Fbxo44"         "Fbxo2"         
## [6737] "Pex14"          "Ctnnbip1"       "Eno1"           "Errfi1"        
## [6741] "Park7"          "Acot7"          "Gpr153"         "Kcnab2"        
## [6745] "Lrrc47"         "Tprgl"          "Megf6"          "Prxl2b"        
## [6749] "Faap20"         "Tmem240"        "Mrpl20"         "Aurkaip1"      
## [6753] "Ube2j2"         "C1qtnf12"       "Tnfrsf4"        "Perm1"         
## [6757] "Klhl17"         "Adam22"         "Tmem243"        "Tmem60"        
## [6761] "Gsap"           "Reln"           "5031425E22Rik"  "Srpk2"         
## [6765] "2700038G22Rik"  "Hadha"          "Hadhb"          "Slc35f6"       
## [6769] "Ost4"           "Slc5a6"         "Slc30a3"        "Snx17"         
## [6773] "Ctbp1"          "Maea"           "Fam53a"         "Tacc3"         
## [6777] "Mfsd10"         "Msantd1"        "Acox3"          "Htra3"         
## [6781] "Sorcs2"         "Bloc1s4"        "Mrfap1"         "Jakmip1"       
## [6785] "Gm5107"         "Gm1043"         "Rab28"          "Tapt1"         
## [6789] "Qdpr"           "Med28"          "Ppargc1a"       "Smim20"        
## [6793] "Rfc1"           "N4bp2"          "Rbm47"          "Nsun7"         
## [6797] "Atp10d"         "Corin"          "Cnga1"          "Ociad1"        
## [6801] "Chic2"          "Stap1"          "Tmprss11e"      "Rufy3"         
## [6805] "Thap6"          "Scarb2"         "Bmp2k"          "Nudt9"         
## [6809] "Pkd2"           "Zfp33b"         "Zfp951"         "Abcg3"         
## [6813] "Lrrc8b"         "Lrrc8d"         "Zfp644"         "Ccdc18"        
## [6817] "Atp5k"          "Gak"            "Pgam5"          "Pole"          
## [6821] "A630023P12Rik"  "Tpst2"          "Srrd"           "Ficd"          
## [6825] "Iscu"           "Usp30"          "Ankrd13a"       "2610524H06Rik" 
## [6829] "Acads"          "Coq5"           "Srsf9"          "Triap1"        
## [6833] "Cox6a1"         "Rplp0"          "Cit"            "Suds3"         
## [6837] "Pebp1"          "Plbd2"          "Tpcn1"          "Oas3"          
## [6841] "Rpl6"           "Adam1b"         "Tctn1"          "Vps29"         
## [6845] "Arpc3"          "Anapc7"         "Orai1"          "Rhof"          
## [6849] "Psmd9"          "Kntc1"          "Ccdc62"         "Arl6ip4"       
## [6853] "Cdk2ap1"        "Kmt5a"          "Ccdc92"         "Adgrd1"        
## [6857] "Psph"           "Chchd2"         "Clip2"          "Rfc2"          
## [6861] "Lat2"           "Dnajc30"        "Bcl7b"          "Tmem120a"      
## [6865] "Lrwd1"          "Alkbh4"         "Myl10"          "Fis1"          
## [6869] "Muc3a"          "Gnb2"           "Nyap1"          "Ppp1r35"       
## [6873] "Zcwpw1"         "Zkscan1"        "Zfp113"         "Cops6"         
## [6877] "Lamtor4"        "A430033K04Rik"  "Get4"           "Chst12"        
## [6881] "Rbak"           "Ints15"         "Cyth3"          "Bhlha15"       
## [6885] "Bri3"           "Arpc1a"         "Arpc1b"         "Pdap1"         
## [6889] "Bud31"          "Atp5j2"         "Zkscan5"        "Polr1d"        
## [6893] "Pan3"           "Pomp"           "Slc7a1"         "Brca2"         
## [6897] "N4bp2l1"        "Vps50"          "Pon2"           "Sem1"          
## [6901] "Umad1"          "Smim30"         "Lsm8"           "Grm8"          
## [6905] "Atp6v1f"        "Mest"           "Podxl"          "Chchd3"        
## [6909] "Akr1b3"         "Tmem140"        "1810058I24Rik"  "Creb3l2"       
## [6913] "Trim24"         "Klrg2"          "Hipk2"          "Ndufb2"        
## [6917] "Trbv5"          "Arhgef5"        "Ezh2"           "Zfp783"        
## [6921] "Atp6v0e2"       "Nfe2l3"         "Hnrnpa2b1"      "Kbtbd2"        
## [6925] "Fkbp9"          "Serbp1"         "Il12rb2"        "Chmp3"         
## [6929] "Ptcd3"          "Polr1a"         "Rnf181"         "Ggcx"          
## [6933] "Mat2a"          "Retsat"         "Kcmf1"          "Pole4"         
## [6937] "Dok1"           "Aup1"           "Mrpl53"         "Mogs"          
## [6941] "Ino80b"         "Rtkn"           "Wdr54"          "Bola3"         
## [6945] "Cct7"           "Egr4"           "2310040G24Rik"  "Cnbp"          
## [6949] "Sec61a1"        "Zxdc"           "Hdac11"         "Chchd4"        
## [6953] "Tmem43"         "Xpc"            "Lsm3"           "Grip2"         
## [6957] "Fgd5"           "Mrps25"         "Kbtbd8"         "Ogg1"          
## [6961] "Fancd2"         "Brk1"           "Vhl"            "Tatdn2"        
## [6965] "Sec13"          "Atp2b2"         "Mbd4"           "Gm8203"        
## [6969] "Washc2"         "Zfp422"         "Ret"            "Usp18"         
## [6973] "C3ar1"          "Atn1"           "Tpi1"           "Cdca3"         
## [6977] "Cd4"            "Mrpl51"         "Ccnd2"          "9330179D12Rik" 
## [6981] "Foxm1"          "Cd69"           "Gabarapl1"      "Lrp6"          
## [6985] "Mansc1"         "Borcs5"         "Crebl2"         "H4c16"         
## [6989] "H2aj"           "Erp27"          "Dera"           "Pyroxd1"       
## [6993] "Golt1b"         "Ldhb"           "Sspn"           "Fgfr1op2"      
## [6997] "Ccdc91"         "Gm10388"        "Resf1"          "Nlrp12"        
## [7001] "Mboat7"         "Tnnt1"          "Brsk1"          "Isoc2b"        
## [7005] "Zfp579"         "Zfp524"         "Zfp580"         "Zfp787"        
## [7009] "Zfp28"          "Zfp954"         "Zfp418"         "Zfp772"        
## [7013] "Zscan18"        "Zfp110"         "Selenow"        "Nop53"         
## [7017] "Sae1"           "Arhgap35"       "Ap2s1"          "9330104G04Rik" 
## [7021] "Ceacam12"       "Bloc1s3"        "Trappc6a"       "Relb"          
## [7025] "Clptm1"         "Apoc1"          "Ceacam16"       "Gm10175"       
## [7029] "Zfp112"         "Rabac1"         "Dedd2"          "Erf"           
## [7033] "Bckdha"         "Tgfb1"          "Rab4b"          "Ltbp4"         
## [7037] "Shkbp1"         "Sertad3"        "Prx"            "Map3k10"       
## [7041] "Zfp607b"        "Zfp607a"        "Zfp780b"        "Zfp850"        
## [7045] "Psmc4"          "Eid2b"          "Supt5"          "Samd4b"        
## [7049] "Gmfg"           "Eif3k"          "Map4k1"         "Psmd8"         
## [7053] "Spint2"         "Zfp84"          "Zfp790"         "Zfp74"         
## [7057] "Capns1"         "Tbcb"           "Wdr62"          "Clip3"         
## [7061] "Psenen"         "Cox6b1"         "Rbm42"          "Mag"           
## [7065] "Usf2"           "Gpi1"           "Cep89"          "Zfp507"        
## [7069] "Zfp619"         "Zfp788"         "Zfp975"         "Siglecf"       
## [7073] "Lim2"           "Zfp719"         "Emc10"          "Nr1h2"         
## [7077] "Atf5"           "Nup62"          "Prmt1"          "Bcl2l12"       
## [7081] "Rpl13a"         "Pih1d1"         "Ppfia3"         "Ftl1"          
## [7085] "Bax"            "Ppp1r15a"       "Sult2b1"        "Kdelr1"        
## [7089] "Emp3"           "Ush1c"          "Kcnc1"          "Spty2d1"       
## [7093] "Mrgpra6"        "E2f8"           "Prmt3"          "Atp10a"        
## [7097] "Klf13"          "Mtmr10"         "Mphosph10"      "Apba2"         
## [7101] "Tarsl2"         "Snrpa1"         "Lrrc28"         "Fam174b"       
## [7105] "Klhl25"         "Mrps11"         "Fanci"          "Polg"          
## [7109] "Wdr93"          "Man2a2"         "Blm"            "Nmb"           
## [7113] "Fsd2"           "Btbd1"          "1700010L04Rik"  "A530021J07Rik" 
## [7117] "Rab38"          "Eed"            "Pcf11"          "Ddias"         
## [7121] "Alg8"           "Ndufc2"         "Aamdc"          "Clns1a"        
## [7125] "Thap12"         "Gdpd5"          "Slco2b1"        "Spcs2"         
## [7129] "Pgm2l1"         "Dnajb13"        "Mrpl48"         "Art2a"         
## [7133] "Il18bp"         "Rhog"           "Trim68"         "Trim34a"       
## [7137] "Trim34b"        "Fhip1b"         "Taf10"          "Gvin-ps1"      
## [7141] "Gvin-ps2"       "Gvin-ps4"       "Gm8995"         "Gvin3"         
## [7145] "Eif3f"          "Adm"            "Spon1"          "Calcb"         
## [7149] "Vps35l"         "Tmem159"        "Plk1"           "Rbbp6"         
## [7153] "Tufm"           "Sult1a1"        "Coro1a"         "Mapk3"         
## [7157] "Gdpd3"          "Tbx6"           "Ppp4c"          "Aldoa"         
## [7161] "Tmem219"        "Kctd13"         "Sez6l2"         "Mvp"           
## [7165] "Pagr1a"         "Maz"            "Tbc1d10b"       "9130019O22Rik" 
## [7169] "Zfp688"         "Zfp689"         "Fbrs"           "1700120K04Rik" 
## [7173] "Bcl7c"          "Orai3"          "Prss53"         "Wdr11"         
## [7177] "Plekha1"        "Bub3"           "Gm10584"        "Fam53b"        
## [7181] "Edrf1"          "Ric8a"          "Psmd13"         "Pgghg"         
## [7185] "Pkp3"           "Hras"           "Taldo1"         "Pnpla2"        
## [7189] "Muc6"           "Tollip"         "Ifitm10"        "Lsp1"          
## [7193] "Tnnt3"          "Kcnq1ot1"       "Slc22a18"       "Nap1l4"        
## [7197] "Cars"           "Pet100"         "Trappc5"        "Elavl1"        
## [7201] "Zfp958"         "Shcbp1"         "Col4a1"         "Col4a2"        
## [7205] "Naxd"           "Upf3a"          "Erich1"         "Arhgef10"      
## [7209] "Alg11"          "Vps36"          "Polb"           "Adam3"         
## [7213] "Lsm1"           "Star"           "Rnf122"         "Ppp2cb"        
## [7217] "Saraf"          "Tnks"           "Mtmr7"          "Asah1"         
## [7221] "Slc25a4"        "Aga"            "Neil3"          "Hpgd"          
## [7225] "Galnt7"         "B230317F23Rik"  "Tmem192"        "Nat2"          
## [7229] "Psd3"           "D130040H23Rik"  "Zfp868"         "Zfp869"        
## [7233] "Ndufa13"        "Borcs8"         "Mef2b"          "Cope"          
## [7237] "Rex1bd"         "Kxd1"           "Fkbp8"          "Lsm4"          
## [7241] "Jund"           "Mpv17l2"        "Mast3"          "Ccdc124"       
## [7245] "Rpl18a"         "Map1s"          "Haus8"          "Use1"          
## [7249] "Babam1"         "Ankle1"         "Abhd8"          "Dda1"          
## [7253] "Gtpbp3"         "Mvb12a"         "Pgls"           "Zfp709"        
## [7257] "Zfp961"         "Rab8a"          "Gm17435"        "Sin3b"         
## [7261] "F2rl3"          "Nr3c2"          "Tmem184c"       "Ednra"         
## [7265] "Ndufb7"         "Gipc1"          "Ptger1"         "Pkn1"          
## [7269] "Gadd45gip1"     "Prdx2"          "Trir"           "Tnpo2"         
## [7273] "Dhps"           "Neto2"          "Siah1a"         "Brd7"          
## [7277] "Snx20"          "Chd9"           "Mt3"            "Slc12a3"       
## [7281] "Ccl22"          "Polr2c"         "Usb1"           "Ndrg4"         
## [7285] "Setd6"          "Sap18b"         "Terb1"          "Pdp2"          
## [7289] "Ciao2b"         "B3gnt9"         "4931428F04Rik"  "Tmem208"       
## [7293] "Atp6v0d1"       "Gm5914"         "Acd"            "Thap11"        
## [7297] "Nutf2"          "Nrn1l"          "Pskh1"          "Ctrl"          
## [7301] "Psmb10"         "Chtf8"          "Cyb5b"          "Nqo1"          
## [7305] "Psmd7"          "Zfhx3"          "Pkd1l3"         "Phlpp2"        
## [7309] "Ddx19a"         "Cfdp1"          "Cmc2"           "Cenpn"         
## [7313] "Sdr42e1"        "Hsbp1"          "Osgin1"         "Cox4i1"        
## [7317] "Fbxo31"         "Map1lc3b"       "Zcchc14"        "Jph3"          
## [7321] "Slc7a5"         "Mvd"            "Aprt"           "Trappc2l"      
## [7325] "Rpl13"          "Chmp1a"         "4933417D19Rik"  "Fanca"         
## [7329] "Dbndd1"         "Urb2"           "Galnt2"         "Tsnax"         
## [7333] "Coa6"           "Tomm20"         "Dync2h1"        "Mmp10"         
## [7337] "Birc2"          "Maml2"          "Kdm4d"          "Ankrd49"       
## [7341] "Taf1d"          "Smco4"          "Zfp317"         "Zfp26"         
## [7345] "Zfp846"         "Pin1"           "Raver1"         "Atg4d"         
## [7349] "Kri1"           "Ecsit"          "Elof1"          "Pigyl"         
## [7353] "Zfp599"         "Anln"           "9530077C05Rik"  "Rp9"           
## [7357] "Eepd1"          "Thyn1"          "Ncapd3"         "Dcps"          
## [7361] "Pus3"           "Esam"           "Gramd1b"        "Clmp"          
## [7365] "Mcam"           "C2cd2l"         "Hmbs"           "Trappc4"       
## [7369] "Tmem25"         "Atp5l"          "Tmprss13"       "Gm5617"        
## [7373] "Timm8b"         "Dixdc1"         "Fdx1"           "Atm"           
## [7377] "Dnaja4"         "Hykk"           "Nrg4"           "Etfa"          
## [7381] "Cox5a"          "Fam219b"        "Ubl7"           "Gramd2"        
## [7385] "Myo9a"          "Tle3"           "Kif23"          "Fem1b"         
## [7389] "Cln6"           "Zwilch"         "Snord16a"       "Snapc5"        
## [7393] "Rab11a"         "Spg21"          "Pif1"           "Oaz2"          
## [7397] "Ciao2a"         "Vps13c"         "Anxa2"          "Aldh1a2"       
## [7401] "Tcf12"          "Pierce2"        "Arpp19"         "Lysmd2"        
## [7405] "Cgas"           "Lca5"           "Ttk"            "Tent5a"        
## [7409] "Tpbg"           "Dop1a"          "Cyb5r4"         "Snx14"         
## [7413] "Mthfsl"         "Bcl2a1b"        "Mthfs"          "Tmed3"         
## [7417] "Slc9a9"         "Rasa2"          "Pik3cb"         "Mras"          
## [7421] "Msl2"           "Anapc13"        "Rab6b"          "Srprb"         
## [7425] "Bfsp2"          "Aste1"          "Ppm1m"          "Abhd14b"       
## [7429] "Pcbp4"          "Tex264"         "Rbm15b"         "Cyb561d2"      
## [7433] "Rassf1"         "Traip"          "Apeh"           "Ndufaf3"       
## [7437] "Uqcrc1"         "Shisa5"         "Atrip"          "Nradd"         
## [7441] "Ccdc12"         "Oxsr1"          "Myd88"          "Scn11a"        
## [7445] "Csrnp1"         "Snora62"        "Eif1b"          "Higd1a"        
## [7449] "Zfp445"         "Kif15"          "Clec3b"         "Cdcp1"         
## [7453] "2010315B03Rik"  "Pim2"           "Slc35a2"        "Pqbp1"         
## [7457] "Timm17b"        "Suv39h1"        "Ebp"            "Xk"            
## [7461] "Rpgr"           "Atp6ap2"        "Gm14634"        "Ddx3x"         
## [7465] "Gpr82"          "Usp11"          "Syn1"           "Pgrmc1"        
## [7469] "Ube2a"          "Ndufa1"         "Zdhhc9"         "Bcorl1"        
## [7473] "Rtl8c"          "Eola1"          "F8a"            "Dusp9"         
## [7477] "Pnck"           "Plxnb3"         "Ssr4"           "L1cam"         
## [7481] "Naa10"          "Irak1"          "Flna"           "Atp6ap1"       
## [7485] "Lage3"          "Fam3a"          "Rab39b"         "Gk"            
## [7489] "Pola1"          "Pdk3"           "Zc3h12b"        "Ar"            
## [7493] "Kif4"           "Snx12"          "Ercc6l"         "Gm5126"        
## [7497] "Slc16a2"        "Atp7a"          "Pgk1"           "P2ry10b"       
## [7501] "Apool"          "Nap1l3"         "Diaph2"         "Tspan6"        
## [7505] "Cenpi"          "Gprasp1"        "Glra4"          "Esx1"          
## [7509] "Radx"           "Hsd17b10"       "Tspyl2"         "Usp51"         
## [7513] "Kctd12b"        "Nbdy"           "Eif1ax"         "Gja6"          
## [7517] "Piga"           "Fancb"          "Mrpl15"         "Mybl1"         
## [7521] "Rpl7"           "Gm7846"         "Cox5b"          "Cracdl"        
## [7525] "Mrpl30"         "Gm8210"         "Slc39a10"       "Nabp1"         
## [7529] "Ankrd44"        "Gm6644"         "Casp8"          "Adam23"        
## [7533] "Bard1"          "Plcd4"          "Pax3"           "Dock10"        
## [7537] "Gm7609"         "Ptma"           "Inpp5d"         "Arl4c"         
## [7541] "Cops8"          "Hdac4"          "Ppp1r7"         "Hdlbp"         
## [7545] "Septin2"        "Farp2"          "Fam174a"        "Ralb"          
## [7549] "Dbi"            "Gm8451"         "Fcmr"           "Eif2d"         
## [7553] "Snrpe"          "Arl8a"          "Nav1"           "Tpr"           
## [7557] "Lamc2"          "Lamc1"          "Rnasel"         "Ralgps2"       
## [7561] "Prrc2c"         "Hsd17b7"        "Pfdn2"          "Ifi208"        
## [7565] "Mndal"          "Ephx1"          "Wdr26"          "Dnah14"        
## [7569] "Lbr"            "Mtarc2"         "D730003I15Rik"  "Ulbp1"         
## [7573] "Ppil4"          "Gm10335"        "Arfgef3"        "Slc35d3"       
## [7577] "Rpl32l"         "Hbs1l"          "Zup1"           "Rev3l"         
## [7581] "Snord3a"        "Cep57l1"        "Bend3"          "Ascc3"         
## [7585] "Ranbp2"         "Fam241b"        "Gm9923"         "Snrpd3"        
## [7589] "Sumo3"          "Mir1930"        "2610008E11Rik"  "Polr2e"        
## [7593] "Fam174c"        "Rps15"          "Lsm7"           "Timm13"        
## [7597] "Fzr1"           "Eid3"           "Cry1"           "Btbd11"        
## [7601] "Uhrf1bp1l"      "Cep83os"        "Eea1"           "E2f7"          
## [7605] "Zdhhc17"        "Rpl6l"          "Gm8942"         "Frs2"          
## [7609] "Nup107"         "Helb"           "Xpot"           "Gm9079"        
## [7613] "F420014N23Rik"  "Ddit3"          "Stac3"          "Rnf41"         
## [7617] "Rpl41"          "Pym1"           "Tug1"           "Gm10278"       
## [7621] "Rhbdd3"         "Mrps24"         "Rps15a-ps6"     "Gm5429"        
## [7625] "Sec61g"         "Spred2"         "Peli1"          "Vps54"         
## [7629] "Pnpt1"          "Stc2"           "Pank3"          "Gm12174"       
## [7633] "Rack1"          "Snord95"        "Irgm1"          "9930111J21Rik2"
## [7637] "Tgtp2"          "Gm12191"        "Clk4"           "Nhp2"          
## [7641] "Aff4"           "Rapgef6"        "Lyrm7"          "Hint1"         
## [7645] "Irgm2"          "Gm12253"        "Guk1"           "Mrpl55"        
## [7649] "Snap47"         "Nt5m"           "Slc5a10"        "Akap10"        
## [7653] "Snord49a"       "Snord65"        "Zfp287"         "Stx8"          
## [7657] "Rpl26"          "Cd68"           "Acadvl"         "Med11"         
## [7661] "Zzef1"          "Emc6"           "Prpf8"          "Rph3al"        
## [7665] "Timm22"         "Rpl23a"         "Ift20"          "Ccnq"          
## [7669] "Evi2b"          "Lig3"           "Slfn8"          "Acaca"         
## [7673] "4930502E09Rik"  "Ints2"          "Mir142"         "Vezf1"         
## [7677] "Dgke"           "Mmd"            "Nme2"           "Mrpl27"        
## [7681] "Itga3"          "Fam117a"        "Phb"            "Atp5g1"        
## [7685] "Rpl23"          "Grb7"           "Krt12"          "Klhl10"        
## [7689] "Klhl11"         "Coasy"          "Coa3"           "Cntd1"         
## [7693] "Brca1"          "Ubtf"           "Snord104"       "Bptf"          
## [7697] "Slc39a11"       "Fam104a"        "Rpl38"          "Galk1"         
## [7701] "Evpl"           "Snhg16"         "Snhg20"         "Tnrc6c"        
## [7705] "Tha1"           "Gm11725"        "Cenpx"          "Cybc1"         
## [7709] "Sf3b6"          "Ttc32"          "Nbas"           "Iah1"          
## [7713] "Cbll1"          "Sypl"           "Polr1f"         "Ankmy2"        
## [7717] "Strn3"          "Ap4s1"          "Hectd1"         "Gm5785"        
## [7721] "Ralgapa1"       "Rpl36al"        "Nemf"           "Frmd6"         
## [7725] "2700049A03Rik"  "Hif1a"          "Snapc1"         "Zbtb1"         
## [7729] "Churc1"         "Vti1b"          "Rdh12"          "Zfyve26"       
## [7733] "Cox16"          "Eif2b2"         "Ahsa1"          "Slirp"         
## [7737] "Adck1"          "Ppp4r3a"        "Dicer1"         "Dio3"          
## [7741] "Gm6988"         "Zfyve21"        "Atp5mpl"        "Ncapg2"        
## [7745] "Tasor2"         "Hivep1"         "Nup153"         "Omd"           
## [7749] "Syk"            "Cplx2"          "Arl10"          "Rab24"         
## [7753] "Pcbd2"          "Etohd2"         "Gm6436"         "Rslcan18"      
## [7757] "Zfp429"         "Zfp729a"        "Srd5a1"         "Ice1"          
## [7761] "Ttc37"          "Zfyve16"        "Cmya5"          "F2rl1"         
## [7765] "Fam169a"        "Mrps36"         "Ppwd1"          "Gm10736"       
## [7769] "Gzma"           "4833420G17Rik"  "Slc4a7"         "Rpl15"         
## [7773] "Chchd1"         "Slmap"          "Tkt"            "Hacl1"         
## [7777] "Wdfy4"          "Cdhr1"          "Ddhd1"          "Wdhd1"         
## [7781] "Ktn1"           "Gm3552"         "Supt16"         "Eef1akmt1"     
## [7785] "Xpo4"           "Phf11a"         "Sacs"           "Adamdec1"      
## [7789] "9930012K11Rik"  "Gm10132"        "Akap11"         "Diaph3"        
## [7793] "Dis3"           "Fbxl3"          "Mycbp2"         "Rpl37"         
## [7797] "Rictor"         "Nup155"         "Cplane1"        "Nipbl"         
## [7801] "Rad1"           "Zfr"            "Atpsckmt"       "Osr2"          
## [7805] "Polr2k"         "Klf10"          "Rpl15-ps6"      "Taf2"          
## [7809] "Mrpl13"         "Mtbp"           "Fam91a1"        "9930014A18Rik" 
## [7813] "Phf20l1"        "Gm10362"        "Eef1d"          "Oplah"         
## [7817] "Cyc1"           "Maf1"           "Bop1"           "C030006K11Rik" 
## [7821] "Rpl8"           "Ncf4"           "Mpst"           "Polr2f"        
## [7825] "Cby1"           "Rpl3"           "Fam83f"         "Rbx1"          
## [7829] "Phf5a"          "Twf1"           "Arid2"          "Kansl2"        
## [7833] "Larp4"          "Dip2b"          "C330013E15Rik"  "Sp1"           
## [7837] "Amhr2"          "Cbx5"           "Usp7"           "Dexi"          
## [7841] "Zc3h7a"         "Mrtfb"          "Prkdc"          "Mzt2"          
## [7845] "Dnm1l"          "Sdf2l1"         "Ydjc"           "Scarf2"        
## [7849] "Txnrd2"         "Fam131a"        "Vps8"           "Map3k13"       
## [7853] "Gng5-ps"        "Dgkg"           "Il1rap"         "Ccdc50"        
## [7857] "Opa1"           "Acap2"          "0610012G03Rik"  "Pigx"          
## [7861] "Gm4581"         "Adcy5"          "Ildr1"          "Iqcb1"         
## [7865] "Golgb1"         "B4galt4"        "Cd200r1"        "Cd200"         
## [7869] "Tbc1d23"        "Zfp654"         "Cggbp1"         "App"           
## [7873] "Ltn1"           "Paxbp1"         "Son"            "Gtf2h5"        
## [7877] "Dynlt1f"        "Rsph3b"         "Smoc2"          "Oaz1-ps"       
## [7881] "Riok2"          "Zfp52"          "Zfp948"         "Zfp983"        
## [7885] "Tedc2"          "Pkd1"           "Rps2"           "Hagh"          
## [7889] "Nubp2"          "Nme3"           "Rpusd1"         "Stub1"         
## [7893] "Mettl26"        "Mrpl28"         "Gm10505"        "Gm9703"        
## [7897] "Rps10"          "Tead3"          "Ppil1"          "1700097N02Rik" 
## [7901] "Akap8"          "Ndufa7"         "Pfdn6"          "H2-Ke6"        
## [7905] "H2-Ob"          "Apom"           "Ltb"            "Ppp1r10"       
## [7909] "Rpp21"          "Supt3"          "Mrps18a"        "Rrp36"         
## [7913] "Med20"          "Usp49"          "Tfeb"           "Kat2b"         
## [7917] "Ubxn6"          "Rpl36"          "Ankrd12"        "Ndufv2"        
## [7921] "Ddx11"          "Gm4705"         "C030034I22Rik"  "Gm9320"        
## [7925] "Smchd1"         "Spdya"          "Dpy30"          "Eif2ak2"       
## [7929] "Sos1"           "Cox7a2l"        "Prepl"          "Socs5"         
## [7933] "2700099C18Rik"  "Nutf2-ps2"      "Esco1"          "Ankrd29"       
## [7937] "Garem1"         "Zfp24"          "Iws1"           "Epb41l4aos"    
## [7941] "Apc"            "Pkd2l2"         "Fam13b"         "Ndufa2"        
## [7945] "Pcdhga6"        "Pcdhga10"       "Prelid2"        "Fem1c"         
## [7949] "Cdo1"           "Lmnb1"          "Rps14"          "Cep192"        
## [7953] "Rpl17"          "Dym"            "Zfp236"         "Cyb5a"         
## [7957] "Rttn"           "Kmt5b"          "Ndufs8"         "Ndufv1"        
## [7961] "Cdk2ap2"        "Rce1"           "Ccdc85b"        "Snx15"         
## [7965] "Arl2"           "Prdx5"          "Trmt112"        "Bad"           
## [7969] "Ppp1r14b"       "Stip1"          "5730408K05Rik"  "Rom1"          
## [7973] "Eef1g"          "Cyb561a3"       "Tle4"           "Vps13a"        
## [7977] "Aldh1a1"        "Abhd17b"        "Pcgf5"          "F530104D19Rik" 
## [7981] "Rrp12"          "Ubtd1"          "Got1"           "Chuk"          
## [7985] "Dpcd"           "Oga"            "Arl3"           "Atp5md"        
## [7989] "Smc3"           "Gpam"           "Ccdc186"        "Slc18a2"       
## [7993] "Suv39h2"        "Trdmt1"         "Mllt10"         "Pdss1"         
## [7997] "Ssna1"          "Ajm1"           "Bmyc"           "Rpl7a"         
## [8001] "Setx"           "Usp20"          "St6galnac6"     "Rpl12"         
## [8005] "Zbtb34"         "Gapvd1"         "Mrrf"           "Gm13544"       
## [8009] "Ifih1"          "Ubr3"           "Sp3"            "Chn1os3"       
## [8013] "Agps"           "Cerkl"          "Calcrl"         "Timm10"        
## [8017] "Ndufs3"         "Ptpmt1"         "Ckap5"          "Pex16"         
## [8021] "Traf6"          "Cstf3"          "Arl14ep"        "Kif18a"        
## [8025] "Rpusd2"         "Mapkbp1"        "Zfp106"         "Haus2"         
## [8029] "Ubr1"           "Zscan29"        "Map1a"          "Wdr76"         
## [8033] "Cep152"         "Gabpb1"         "Trpm7"          "Mtln"          
## [8037] "Anapc1"         "Zc3h6"          "Spcs2-ps"       "Mrps26"        
## [8041] "Atrn"           "Ap5s1"          "Smim26"         "Nxt1"          
## [8045] "Rpl5-ps2"       "Eif6"           "Samhd1"         "Rbl1"          
## [8049] "Pltp"           "Slc9a8"         "Adnp"           "Atp5e"         
## [8053] "Gm14405"        "Zfp971"         "Ppdpf"          "Tcea2"         
## [8057] "Pkia"           "Mrps28"         "Lrrcc1"         "Rbis"          
## [8061] "Ythdf3"         "Pde7a"          "Ect2"           "Rpl22l1"       
## [8065] "Plk4"           "Ndufc1"         "Naa15"          "Proser1"       
## [8069] "Wwtr1"          "Dhx36"          "Gm5848"         "Rapgef2"       
## [8073] "Ppid"           "Rps3a1"         "Etv3"           "Prcc"          
## [8077] "Mrpl24"         "Gm10253"        "Ash1l"          "Fdps"          
## [8081] "Dpm3"           "Hax1"           "Rps27"          "Snapin"        
## [8085] "S100a10"        "Pogz"           "A730011C13Rik"  "Sema6c"        
## [8089] "Setdb1"         "Rprd2"          "Mrps21"         "H3c15"         
## [8093] "H2ac18"         "Trim33"         "Ap4b1"          "Magi3"         
## [8097] "Lrig2"          "St7l"           "Ddx20"          "Gpr61"         
## [8101] "Amy1"           "Dbt"            "Lrrc39"         "Synpo2"        
## [8105] "Snhg8"          "Gar1"           "4930539J05Rik"  "Ssx2ip"        
## [8109] "Tgs1"           "Nsmaf"          "Ccne2"          "Cdh17"         
## [8113] "Rbm12b2"        "Gm11826"        "Ccnc"           "Usp45"         
## [8117] "Ufl1"           "Map3k7"         "D130062J21Rik"  "Orc3"          
## [8121] "Tomm5"          "Dcaf10"         "Smc2"           "Slc44a1"       
## [8125] "Cdc26"          "Haus6"          "Rps6"           "Usp24"         
## [8129] "Hspb11"         "Gm12816"        "Rps8"           "Atp6v0b"       
## [8133] "Guca2a"         "Macf1"          "Meaf6"          "Lsm10"         
## [8137] "Dlgap3"         "Smim12"         "Eif3i"          "Dcdc2b"        
## [8141] "Gm13215"        "Rps15a-ps4"     "Gmeb1"          "Snora61"       
## [8145] "Snora73a"       "Atpif1"         "Dhdds"          "Hmgcl"         
## [8149] "Pithd1"         "Sh2d5"          "Slc66a1"        "Ubr4"          
## [8153] "Anp32b-ps1"     "Casz1"          "Per3"           "Rnf207"        
## [8157] "Rpl22"          "Gm15772"        "Rbm48"          "Akap9"         
## [8161] "Gtpbp10"        "Slc25a40"       "Abcb1a"         "Dmtf1"         
## [8165] "Sema3e"         "Tomm7"          "Gm6745"         "Mapre3"        
## [8169] "Atraid"         "Krtcap3"        "Mrpl33"         "Prr14l"        
## [8173] "Haus3"          "Ablim2"         "Lcorl"          "Rbpj"          
## [8177] "Arap2"          "5830416I19Rik"  "Rpl9"           "Smim14"        
## [8181] "Ube2k"          "Pds5a"          "Yipf7"          "Nipal1"        
## [8185] "Lnx1"           "Exoc1"          "Cep135"         "Ppat"          
## [8189] "Cenpc1"         "Uba6"           "Ythdc1"         "Paqr3"         
## [8193] "Mrps18c"        "Rps15a-ps5"     "Tgfbr3"         "Rpl5"          
## [8197] "Zfp605"         "Pop5"           "Dynll1"         "Ksr2"          
## [8201] "Hvcn1"          "Mphosph9"       "Rilpl2"         "Slc15a4"       
## [8205] "Sumf2"          "Chchd2l"        "Nupr1l"         "Gm10051"       
## [8209] "Dtx2"           "Polr2j"         "Znhit1"         "Serpine1"      
## [8213] "Pop7"           "Psmg3"          "Slc29a4"        "Usp42"         
## [8217] "Trrap"          "Zfp655"         "Rpl21"          "Gm8615"        
## [8221] "N4bp2l2"        "Pds5b"          "Casd1"          "Gmfg-ps"       
## [8225] "Mios"           "Ndufa4"         "Nup205"         "Atp6v0c-ps2"   
## [8229] "Zc3hav1l"       "Fmc1"           "Trbv2"          "Trbj2-3"       
## [8233] "Trbj2-4"        "Zfp398"         "Mturn"          "Lsm5"          
## [8237] "Pyurf"          "Gm9794"         "Vamp5"          "Vamp8"         
## [8241] "Gcfc2"          "B230319C09Rik"  "Actg2"          "Snrpg"         
## [8245] "Gm5879"         "Eefsec"         "Chchd6"         "Slc41a3"       
## [8249] "Gm19665"        "Rpl36-ps12"     "Rad18"          "Fancd2os"      
## [8253] "Zfp637"         "Ankrd26"        "Phb2"           "Grcc10"        
## [8257] "Itfg2"          "Fkbp4"          "C2cd5"          "Casc1"         
## [8261] "Bhlhe41"        "Tmtc1"          "Caprin2"        "Ndufa3"        
## [8265] "Rps9"           "Isoc2a"         "Gm45351"        "Rps5"          
## [8269] "Chmp2a"         "Pglyrp1"        "Snrpd2"         "Gemin7"        
## [8273] "Grik5"          "Exosc5"         "Cyp2t4"         "Coq8b"         
## [8277] "Zfp626"         "Fbl"            "Rps16"          "Nccrp1"        
## [8281] "Mrps12"         "Gm19897"        "Catsperg2"      "C230062I16Rik" 
## [8285] "Arhgap33"       "Tmem147"        "Pepd"           "Pdcd5"         
## [8289] "Rpl17-ps9"      "Zfp141"         "Zfp715"         "Spib"          
## [8293] "Rps11"          "Cd37"           "Gys1"           "Rpl18"         
## [8297] "Sergef"         "Gm9354"         "E030018B13Rik"  "Fan1"          
## [8301] "Tm2d3"          "Rpl17-ps10"     "Ticrr"          "Cib1"          
## [8305] "Ngrn"           "Prc1"           "Gm15501"        "Wnt11"         
## [8309] "Rps3"           "Neu3"           "Rrm1"           "Timm10b"       
## [8313] "Gvin2"          "Gvin1"          "Gvin-ps6"       "Lmo1"          
## [8317] "Rpl27a"         "Zfp143"         "Irag1"          "Rps13"         
## [8321] "Rps15a"         "Ccp110"         "Eri2"           "Gm9234"        
## [8325] "Hs3st2"         "Cog7"           "Ubfd1"          "Bola2"         
## [8329] "Gm4532"         "Dctpp1"         "Srcap"          "Stx4a"         
## [8333] "Pycard"         "Itgax"          "Itgad"          "Cox6a2"        
## [8337] "Ikzf5"          "Zranb1"         "Mki67"          "Glrx3"         
## [8341] "Bnip3"          "Zfp511"         "Gm6314"         "Ptdss2"        
## [8345] "Rnh1"           "Gatd1"          "Rplp2"          "Polr2l"        
## [8349] "Tssc4"          "Ppfia1"         "Zfp358"         "Rps23rg1"      
## [8353] "Fcer2a"         "Ctxn1"          "Lig4"           "Champ1"        
## [8357] "Coprs"          "Ckap2"          "Slc20a2"        "Ank1"          
## [8361] "Tm2d2"          "Wrn"            "Tex15"          "B930018H19Rik" 
## [8365] "Cfap97"         "Primpol"        "Trappc11"       "Gm9892"        
## [8369] "Clcn3"          "Ddx60"          "Lpar2"          "Pbx4"          
## [8373] "Uba52"          "Isyna1"         "Iqcn"           "Mrpl34"        
## [8377] "Bst2"           "Tmem221"        "Cib3"           "Hmox1"         
## [8381] "Rbmxl1"         "D8Ertd738e"     "Dnase2a"        "Rnaseh2a"      
## [8385] "Get3"           "Mt2"            "Gfod2"          "Zfp612"        
## [8389] "Rfwd3"          "Dnaaf1"         "Banp"           "Acsf3"         
## [8393] "Sprtn"          "Tarbp1"         "Cwf19l2"        "Casp4"         
## [8397] "Mtmr2"          "Fam76b"         "Amotl1"         "Cep295"        
## [8401] "Zfp558"         "Zfp426"         "Zfp266"         "Eif3g"         
## [8405] "Dnmt1"          "Slc44a2"        "Gm7904"         "Acp5"          
## [8409] "Msantd2"        "Nrgn"           "Nlrx1"          "Ube4a"         
## [8413] "Tagln"          "Cadm1"          "Exph5"          "Sh2d7"         
## [8417] "Cib2"           "Wdr61"          "Ireb2"          "Imp3"          
## [8421] "Commd4"         "Rps11-ps1"      "Gm10655"        "Rplp1"         
## [8425] "2300009A05Rik"  "Aagab"          "Rasl12"         "Snx22"         
## [8429] "Rps27l"         "Zfp280d"        "Pigbos1"        "Myo5a"         
## [8433] "Rn7sk"          "Senp6"          "Bcl2a1a"        "Plscr5"        
## [8437] "Atr"            "Gm16794"        "Slc25a36"       "Dbr1"          
## [8441] "Slco2a1"        "Trf"            "Topbp1"         "Dnajc13"       
## [8445] "Atp2c1"         "Twf2"           "Rpl29"          "Manf"          
## [8449] "Rbm6"           "Amigo3"         "Mst1"           "Tcta"          
## [8453] "Setd2"          "Als2cl"         "Epm2aip1"       "Clasp2"        
## [8457] "Ubp1"           "Rps27rt"        "Gm9385"         "Gm17399"       
## [8461] "Exog"           "Rpsa"           "Rpl14"          "Cxcr6"         
## [8465] "Praf2"          "Usp9x"          "Zfp300"         "Gm2036"        
## [8469] "Dock11"         "Slc25a5"        "Zfp280c"        "Phf6"          
## [8473] "Atp11c"         "Gm1141"         "Zfp275"         "Bcap31"        
## [8477] "Zfx"            "Med12"          "Pin4"           "Cox7b"         
## [8481] "Gm7429"         "Rpl36a"         "Armcx5"         "Gprasp2"       
## [8485] "Bex3"           "Rab9"           "Gapdh-ps15"



Kmeans clustering

Significant genes X samples matrix was used for kmeans clustering to identify any patterns across data.
Clustering method: Kmeans
Adjustable parameter : k (number of clusters)

K = 3

K = 4

K = 5

K = 6

Next work

Decide the number of clusters to go with.

Any application to reduce high variance across samples.